diff --git a/RQs/RQ0/RQ0_1_results_normalization.ipynb b/RQs/RQ0/RQ0_1_results_normalization.ipynb index b90d53a..835f14f 100644 --- a/RQs/RQ0/RQ0_1_results_normalization.ipynb +++ b/RQs/RQ0/RQ0_1_results_normalization.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "c2d824a6", "metadata": {}, "outputs": [ @@ -10,58 +10,58 @@ "name": "stdout", "output_type": "stream", "text": [ - "PII_A1_commerce_20260131T203324Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A1_commerce_20260131T203324Z.jsonl\n", - "PII_A1_msgstore_20260131T203502Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A1_msgstore_20260131T203502Z.jsonl\n", - "PII_A1_wa_20260131T203943Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A1_wa_20260131T203943Z.jsonl\n", - "PII_A2_core_20260131T204055Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A2_core_20260131T204055Z.jsonl\n", - "PII_A2_journal_20260131T204142Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A2_journal_20260131T204142Z.jsonl\n", - "PII_A2_main_20260131T204345Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A2_main_20260131T204345Z.jsonl\n", - "PII_A3_account1cache4_20260131T204410Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A3_account1cache4_20260131T204410Z.jsonl\n", - "PII_A3_account2cache4_20260131T204617Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A3_account2cache4_20260131T204617Z.jsonl\n", - "PII_A3_account3cache4_20260131T204642Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A3_account3cache4_20260131T204642Z.jsonl\n", - "PII_A4_gmm_myplaces_20260131T204709Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A4_gmm_myplaces_20260131T204709Z.jsonl\n", - "PII_A4_gmm_storage_20260131T204738Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A4_gmm_storage_20260131T204738Z.jsonl\n", - "PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260131T204833Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260131T204833Z.jsonl\n", - "PII_A5_SBrowser2_20260131T205010Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A5_SBrowser2_20260131T205010Z.jsonl\n", - "PII_A5_SBrowser_20260131T204925Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A5_SBrowser_20260131T204925Z.jsonl\n", - "PII_A5_searchengine_20260131T205101Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_A5_searchengine_20260131T205101Z.jsonl\n", - "PII_I1_CallHistory_20260131T205155Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I1_CallHistory_20260131T205155Z.jsonl\n", - "PII_I1_ChatStorage_20260131T205309Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I1_ChatStorage_20260131T205309Z.jsonl\n", - "PII_I1_ContactsV2_20260131T210034Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I1_ContactsV2_20260131T210034Z.jsonl\n", - "PII_I2_AddressBook_20260131T210607Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I2_AddressBook_20260131T210607Z.jsonl\n", - "PII_I2_AddressBookImages_20260131T210641Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I2_AddressBookImages_20260131T210641Z.jsonl\n", - "PII_I3_sms_20260131T210735Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I3_sms_20260131T210735Z.jsonl\n", - "PII_I4_CloudTabs_20260131T210821Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I4_CloudTabs_20260131T210821Z.jsonl\n", - "PII_I4_History_20260131T210912Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I4_History_20260131T210912Z.jsonl\n", - "PII_I5_Calendar_20260131T211008Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I5_Calendar_20260131T211008Z.jsonl\n", - "PII_I5_Extras_20260131T211054Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\\PII_I5_Extras_20260131T211054Z.jsonl\n", + "PII_A1_commerce_20260211T022802Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A1_commerce_20260211T022802Z.jsonl\n", + "PII_A1_msgstore_20260211T024003Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A1_msgstore_20260211T024003Z.jsonl\n", + "PII_A1_wa_20260211T024706Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A1_wa_20260211T024706Z.jsonl\n", + "PII_A2_core_20260211T023156Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A2_core_20260211T023156Z.jsonl\n", + "PII_A2_journal_20260211T023216Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A2_journal_20260211T023216Z.jsonl\n", + "PII_A2_main_20260211T023611Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A2_main_20260211T023611Z.jsonl\n", + "PII_A3_account1cache4_20260211T023627Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A3_account1cache4_20260211T023627Z.jsonl\n", + "PII_A3_account2cache4_20260211T023643Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A3_account2cache4_20260211T023643Z.jsonl\n", + "PII_A3_account3cache4_20260211T023659Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A3_account3cache4_20260211T023659Z.jsonl\n", + "PII_A4_gmm_myplaces_20260211T025539Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A4_gmm_myplaces_20260211T025539Z.jsonl\n", + "PII_A4_gmm_storage_20260211T025558Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A4_gmm_storage_20260211T025558Z.jsonl\n", + "PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260211T025625Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260211T025625Z.jsonl\n", + "PII_A5_SBrowser2_20260211T025812Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A5_SBrowser2_20260211T025812Z.jsonl\n", + "PII_A5_SBrowser_20260211T025741Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A5_SBrowser_20260211T025741Z.jsonl\n", + "PII_A5_searchengine_20260211T025835Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_A5_searchengine_20260211T025835Z.jsonl\n", + "PII_I1_CallHistory_20260211T025226Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I1_CallHistory_20260211T025226Z.jsonl\n", + "PII_I1_ChatStorage_20260211T025417Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I1_ChatStorage_20260211T025417Z.jsonl\n", + "PII_I1_ContactsV2_20260211T030947Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I1_ContactsV2_20260211T030947Z.jsonl\n", + "PII_I2_AddressBook_20260211T030143Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I2_AddressBook_20260211T030143Z.jsonl\n", + "PII_I2_AddressBookImages_20260211T030157Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I2_AddressBookImages_20260211T030157Z.jsonl\n", + "PII_I3_sms_20260211T030251Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I3_sms_20260211T030251Z.jsonl\n", + "PII_I4_CloudTabs_20260211T030321Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I4_CloudTabs_20260211T030321Z.jsonl\n", + "PII_I4_History_20260211T030358Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I4_History_20260211T030358Z.jsonl\n", + "PII_I5_Calendar_20260211T030514Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I5_Calendar_20260211T030514Z.jsonl\n", + "PII_I5_Extras_20260211T030537Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\\PII_I5_Extras_20260211T030537Z.jsonl\n", "Done. Files: 25, Records: 125\n", - "Output folder: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\db_level\n", - "PII_A1_commerce_20260127T175911Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_commerce_20260127T175911Z.jsonl\n", - "PII_A1_msgstore_20260127T180043Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_msgstore_20260127T180043Z.jsonl\n", - "PII_A1_wa_20260127T180213Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_wa_20260127T180213Z.jsonl\n", - "PII_A2_core_20260127T180339Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_core_20260127T180339Z.jsonl\n", - "PII_A2_journal_20260127T180440Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_journal_20260127T180440Z.jsonl\n", - "PII_A2_main_20260127T180710Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_main_20260127T180710Z.jsonl\n", - "PII_A3_account1cache4_20260127T180745Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account1cache4_20260127T180745Z.jsonl\n", - "PII_A3_account2cache4_20260127T180821Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account2cache4_20260127T180821Z.jsonl\n", - "PII_A3_account3cache4_20260127T180857Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account3cache4_20260127T180857Z.jsonl\n", - "PII_A4_gmm_myplaces_20260127T180935Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_gmm_myplaces_20260127T180935Z.jsonl\n", - "PII_A4_gmm_storage_20260127T181014Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_gmm_storage_20260127T181014Z.jsonl\n", - "PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260127T181121Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260127T181121Z.jsonl\n", - "PII_A5_SBrowser2_20260127T181345Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_SBrowser2_20260127T181345Z.jsonl\n", - "PII_A5_SBrowser_20260127T181239Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_SBrowser_20260127T181239Z.jsonl\n", - "PII_A5_searchengine_20260127T181446Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_searchengine_20260127T181446Z.jsonl\n", - "PII_I1_CallHistory_20260127T181557Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_CallHistory_20260127T181557Z.jsonl\n", - "PII_I1_ChatStorage_20260127T181731Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_ChatStorage_20260127T181731Z.jsonl\n", - "PII_I1_ContactsV2_20260127T182906Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_ContactsV2_20260127T182906Z.jsonl\n", - "PII_I2_AddressBook_20260127T183457Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I2_AddressBook_20260127T183457Z.jsonl\n", - "PII_I2_AddressBookImages_20260127T183526Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I2_AddressBookImages_20260127T183526Z.jsonl\n", - "PII_I3_sms_20260127T183606Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I3_sms_20260127T183606Z.jsonl\n", - "PII_I4_CloudTabs_20260127T183643Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I4_CloudTabs_20260127T183643Z.jsonl\n", - "PII_I4_History_20260127T183727Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I4_History_20260127T183727Z.jsonl\n", - "PII_I5_Calendar_20260127T183815Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I5_Calendar_20260127T183815Z.jsonl\n", - "PII_I5_Extras_20260127T183857Z.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I5_Extras_20260127T183857Z.jsonl\n", + "Output folder: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\db_level\n", + "PII_A1_commerce.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_commerce.jsonl\n", + "PII_A1_msgstore.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_msgstore.jsonl\n", + "PII_A1_wa.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A1_wa.jsonl\n", + "PII_A2_core.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_core.jsonl\n", + "PII_A2_journal.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_journal.jsonl\n", + "PII_A2_main.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A2_main.jsonl\n", + "PII_A3_account1cache4.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account1cache4.jsonl\n", + "PII_A3_account2cache4.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account2cache4.jsonl\n", + "PII_A3_account3cache4.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A3_account3cache4.jsonl\n", + "PII_A4_gmm_myplaces.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_gmm_myplaces.jsonl\n", + "PII_A4_gmm_storage.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_gmm_storage.jsonl\n", + "PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl\n", + "PII_A5_SBrowser.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_SBrowser.jsonl\n", + "PII_A5_SBrowser2.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_SBrowser2.jsonl\n", + "PII_A5_searchengine.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_A5_searchengine.jsonl\n", + "PII_I1_CallHistory.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_CallHistory.jsonl\n", + "PII_I1_ChatStorage.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_ChatStorage.jsonl\n", + "PII_I1_ContactsV2.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I1_ContactsV2.jsonl\n", + "PII_I2_AddressBook.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I2_AddressBook.jsonl\n", + "PII_I2_AddressBookImages.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I2_AddressBookImages.jsonl\n", + "PII_I3_sms.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I3_sms.jsonl\n", + "PII_I4_CloudTabs.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I4_CloudTabs.jsonl\n", + "PII_I4_History.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I4_History.jsonl\n", + "PII_I5_Calendar.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I5_Calendar.jsonl\n", + "PII_I5_Extras.jsonl: 5 records -> I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\\PII_I5_Extras.jsonl\n", "Done. Files: 25, Records: 125\n", "Output folder: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\db_level\n" ] @@ -139,8 +139,8 @@ "\n", " from stats_utils import normalize_and_slim_record\n", "\n", - " IN_DIR = Path(r\"..\\..\\model_PII_results\\gpt4o\")\n", - " RESULTS_DIR = Path(r\"normalized_PII_results\\gpt4o\\db_level\")\n", + " IN_DIR = Path(r\"..\\..\\model_PII_results\\GPT-5.1\")\n", + " RESULTS_DIR = Path(r\"normalized_PII_results\\GPT-5.1\\db_level\")\n", " OUT_DIR = STATS_DIR/ RESULTS_DIR \n", "\n", " normalize_jsonl_folder(IN_DIR, OUT_DIR, normalize_and_slim_record, delete_out_dir_first=True)\n", diff --git a/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb b/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb index d9847ba..b1ebea2 100644 --- a/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb +++ b/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "234eed3f", "metadata": {}, "outputs": [ @@ -10,7 +10,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\app_level\\app_level.jsonl\n", + "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\app_level\\app_level.jsonl\n", "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\app_level\\app_level.jsonl\n" ] } @@ -182,8 +182,8 @@ "\n", "if __name__ == \"__main__\": \n", " # --- Aggregate GPT-4o results ---\n", - " IN_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\db_level\")\n", - " OUT_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\app_level\")\n", + " IN_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\db_level\")\n", + " OUT_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\app_level\")\n", " OUT_DIR.mkdir(parents=True, exist_ok=True)\n", "\n", " out_path = OUT_DIR / \"app_level.jsonl\"\n", diff --git a/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb b/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb index 4f4fe7d..b34b407 100644 --- a/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb +++ b/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb @@ -10,7 +10,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\gpt4o\\corpus_level\\corpus_level.jsonl\n", + "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\GPT-5.1\\corpus_level\\corpus_level.jsonl\n", "Wrote: I:\\project2026\\llmagent\\RQs\\normalized_PII_results\\ground_truth\\corpus_level\\corpus_level.jsonl\n" ] } @@ -146,8 +146,8 @@ "\n", "if __name__ == \"__main__\":\n", " # Aggregate GPT-4o results\n", - " IN_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\db_level\")\n", - " OUT_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\corpus_level\\corpus_level.jsonl\")\n", + " IN_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\db_level\")\n", + " OUT_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\corpus_level\\corpus_level.jsonl\")\n", " out = aggregate_jsonl_folder_corpus_level(\n", " IN_DIR,\n", " OUT_DIR\n", diff --git a/RQs/RQ1/RQ1_t4.ipynb b/RQs/RQ1/RQ1_t4.ipynb index 3fc99a9..0ba270f 100644 --- a/RQs/RQ1/RQ1_t4.ipynb +++ b/RQs/RQ1/RQ1_t4.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "e15e3ffe", "metadata": {}, "outputs": [ @@ -13,29 +13,29 @@ "ID Application Database Email Phone UserName PersonName PostalAddr Total\n", "-------------------------------------------------------------------------------------------------\n", "A1 WhatsApp commerce.db 0 0 0 0 0 0\n", - "A1 WhatsApp msgstore.db 0 7 5 15 0 27\n", - "A1 WhatsApp wa.db 0 16 680 10 0 706\n", - "A2 Snapchat core.db 0 1 5 1 0 7\n", + "A1 WhatsApp msgstore.db 0 0 3 26 0 29\n", + "A1 WhatsApp wa.db 0 408 0 129 0 537\n", + "A2 Snapchat core.db 1 1 1 0 0 3\n", "A2 Snapchat journal.db 0 0 0 0 0 0\n", - "A2 Snapchat main.db 1 13 0 11 0 25\n", + "A2 Snapchat main.db 1 13 1229 252 0 1495\n", "A3 Telegram account1cache4.db 0 0 0 0 0 0\n", "A3 Telegram account2cache4.db 0 0 0 0 0 0\n", "A3 Telegram account3cache4.db 0 0 0 0 0 0\n", "A4 Google Maps gmm_myplaces.db 0 0 0 0 0 0\n", "A4 Google Maps gmm_storage.db 0 0 0 0 0 0\n", - "A4 Google Maps peopleCache_sh....db 2 0 2 0 0 4\n", - "A5 Samsung Internet SBrowser.db 1 0 5 0 0 6\n", - "A5 Samsung Internet SBrowser2.db 0 0 0 0 0 0\n", - "A5 Samsung Internet searchengine.db 0 0 17 0 0 17\n", - "I1 WhatsApp CallHistory.sqlite 0 0 10 0 0 10\n", - "I1 WhatsApp ChatStorage.sqlite 0 0 0 14 2 16\n", - "I1 WhatsApp ContactsV2.sqlite 0 655 0 0 0 655\n", - "I2 Contacts AddressBook.sqlitedb 6 548 1 748 0 1303\n", + "A4 Google Maps peopleCache_sh....db 2 1 2 2 0 7\n", + "A5 Samsung Internet SBrowser.db 1 0 0 2 0 3\n", + "A5 Samsung Internet SBrowser2.db 0 0 0 1 0 1\n", + "A5 Samsung Internet searchengine.db 0 0 0 0 0 0\n", + "I1 WhatsApp CallHistory.sqlite 0 3 0 0 0 3\n", + "I1 WhatsApp ChatStorage.sqlite 0 63 0 66 2 131\n", + "I1 WhatsApp ContactsV2.sqlite 0 0 0 1350 0 1350\n", + "I2 Contacts AddressBook.sqlitedb 6 716 0 733 0 1455\n", "I2 Contacts AddressB....sqlitedb 0 0 0 0 0 0\n", - "I3 Apple Messages sms.db 1 0 0 10 0 11\n", - "I4 Safari CloudTabs.db 0 0 25 0 0 25\n", - "I4 Safari History.db 0 0 4 0 0 4\n", - "I5 Calendar Calendar.sqlitedb 1 0 0 0 0 1\n", + "I3 Apple Messages sms.db 7 0 0 14 0 21\n", + "I4 Safari CloudTabs.db 0 0 0 0 0 0\n", + "I4 Safari History.db 0 0 0 0 0 0\n", + "I5 Calendar Calendar.sqlitedb 1 0 0 1 0 2\n", "I5 Calendar Extras.db 0 0 0 0 0 0\n", "\n", "Wrote LaTeX: I:\\project2026\\llmagent\\RQs\\RQ1\\RQ1_t4.tex\n", @@ -306,7 +306,7 @@ "\n", "\n", "def main() -> None:\n", - " in_dir = Path(r\"..\\normalized_PII_results\\gpt4o\\db_level\")\n", + " in_dir = Path(r\"..\\normalized_PII_results\\GPT-5.1\\db_level\")\n", " out_tex = Path(\"RQ1_t4.tex\")\n", " out_csv = Path(\"RQ1_t4_plain.csv\")\n", " generate_db_level_pii_tables(in_dir, out_tex, out_csv)\n", diff --git a/RQs/RQ1/RQ1_t4.tex b/RQs/RQ1/RQ1_t4.tex index f1bffdd..b00104f 100644 --- a/RQs/RQ1/RQ1_t4.tex +++ b/RQs/RQ1/RQ1_t4.tex @@ -9,15 +9,15 @@ \hline \multirow{3}{*}{A1} & \multirow{3}{*}{WhatsApp} & commerce.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \cline{3-9} - & & msgstore.db & 0 & 7 & 5 & 15 & 0 & \textbf{27} \\ + & & msgstore.db & 0 & 0 & 3 & 26 & 0 & \textbf{29} \\ \cline{3-9} - & & wa.db & 0 & 16 & 680 & 10 & 0 & \textbf{706} \\ + & & wa.db & 0 & 408 & 0 & 129 & 0 & \textbf{537} \\ \hline -\multirow{3}{*}{A2} & \multirow{3}{*}{Snapchat} & core.db & 0 & 1 & 5 & 1 & 0 & \textbf{7} \\ +\multirow{3}{*}{A2} & \multirow{3}{*}{Snapchat} & core.db & 1 & 1 & 1 & 0 & 0 & \textbf{3} \\ \cline{3-9} & & journal.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \cline{3-9} - & & main.db & 1 & 13 & 0 & 11 & 0 & \textbf{25} \\ + & & main.db & 1 & 13 & 1229 & 252 & 0 & \textbf{1495} \\ \hline \multirow{3}{*}{A3} & \multirow{3}{*}{Telegram} & account1cache4.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \cline{3-9} @@ -29,31 +29,31 @@ \cline{3-9} & & gmm\_storage.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \cline{3-9} - & & peopleCache\_sh....db & 2 & 0 & 2 & 0 & 0 & \textbf{4} \\ + & & peopleCache\_sh....db & 2 & 1 & 2 & 2 & 0 & \textbf{7} \\ \hline -\multirow{3}{*}{A5} & \multirow{3}{*}{\begin{tabular}[c]{@{}l@{}}Samsung \\Internet\end{tabular}} & SBrowser.db & 1 & 0 & 5 & 0 & 0 & \textbf{6} \\ +\multirow{3}{*}{A5} & \multirow{3}{*}{\begin{tabular}[c]{@{}l@{}}Samsung \\Internet\end{tabular}} & SBrowser.db & 1 & 0 & 0 & 2 & 0 & \textbf{3} \\ \cline{3-9} - & & SBrowser2.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ + & & SBrowser2.db & 0 & 0 & 0 & 1 & 0 & \textbf{1} \\ \cline{3-9} - & & searchengine.db & 0 & 0 & 17 & 0 & 0 & \textbf{17} \\ + & & searchengine.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \hline -\multirow{3}{*}{I1} & \multirow{3}{*}{WhatsApp} & CallHistory.sqlite & 0 & 0 & 10 & 0 & 0 & \textbf{10} \\ +\multirow{3}{*}{I1} & \multirow{3}{*}{WhatsApp} & CallHistory.sqlite & 0 & 3 & 0 & 0 & 0 & \textbf{3} \\ \cline{3-9} - & & ChatStorage.sqlite & 0 & 0 & 0 & 14 & 2 & \textbf{16} \\ + & & ChatStorage.sqlite & 0 & 63 & 0 & 66 & 2 & \textbf{131} \\ \cline{3-9} - & & ContactsV2.sqlite & 0 & 655 & 0 & 0 & 0 & \textbf{655} \\ + & & ContactsV2.sqlite & 0 & 0 & 0 & 1350 & 0 & \textbf{1350} \\ \hline -\multirow{2}{*}{I2} & \multirow{2}{*}{Contacts} & AddressBook.sqlitedb & 6 & 548 & 1 & 748 & 0 & \textbf{1303} \\ +\multirow{2}{*}{I2} & \multirow{2}{*}{Contacts} & AddressBook.sqlitedb & 6 & 716 & 0 & 733 & 0 & \textbf{1455} \\ \cline{3-9} & & AddressB....sqlitedb & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \hline -\multirow{1}{*}{I3} & \multirow{1}{*}{\begin{tabular}[c]{@{}l@{}}Apple \\Messages\end{tabular}} & sms.db & 1 & 0 & 0 & 10 & 0 & \textbf{11} \\ +\multirow{1}{*}{I3} & \multirow{1}{*}{\begin{tabular}[c]{@{}l@{}}Apple \\Messages\end{tabular}} & sms.db & 7 & 0 & 0 & 14 & 0 & \textbf{21} \\ \hline -\multirow{2}{*}{I4} & \multirow{2}{*}{Safari} & CloudTabs.db & 0 & 0 & 25 & 0 & 0 & \textbf{25} \\ +\multirow{2}{*}{I4} & \multirow{2}{*}{Safari} & CloudTabs.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \cline{3-9} - & & History.db & 0 & 0 & 4 & 0 & 0 & \textbf{4} \\ + & & History.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \hline -\multirow{2}{*}{I5} & \multirow{2}{*}{Calendar} & Calendar.sqlitedb & 1 & 0 & 0 & 0 & 0 & \textbf{1} \\ +\multirow{2}{*}{I5} & \multirow{2}{*}{Calendar} & Calendar.sqlitedb & 1 & 0 & 0 & 1 & 0 & \textbf{2} \\ \cline{3-9} & & Extras.db & 0 & 0 & 0 & 0 & 0 & \textbf{0} \\ \hline diff --git a/RQs/RQ1/RQ1_t4_plain.csv b/RQs/RQ1/RQ1_t4_plain.csv index 2be0990..737e1ef 100644 --- a/RQs/RQ1/RQ1_t4_plain.csv +++ b/RQs/RQ1/RQ1_t4_plain.csv @@ -1,26 +1,26 @@ ID,Application,Database,Email,Phone,UserName,PersonName,PostalAddr,Total A1,WhatsApp,commerce.db,0,0,0,0,0,0 -A1,WhatsApp,msgstore.db,0,7,5,15,0,27 -A1,WhatsApp,wa.db,0,16,680,10,0,706 -A2,Snapchat,core.db,0,1,5,1,0,7 +A1,WhatsApp,msgstore.db,0,0,3,26,0,29 +A1,WhatsApp,wa.db,0,408,0,129,0,537 +A2,Snapchat,core.db,1,1,1,0,0,3 A2,Snapchat,journal.db,0,0,0,0,0,0 -A2,Snapchat,main.db,1,13,0,11,0,25 +A2,Snapchat,main.db,1,13,1229,252,0,1495 A3,Telegram,account1cache4.db,0,0,0,0,0,0 A3,Telegram,account2cache4.db,0,0,0,0,0,0 A3,Telegram,account3cache4.db,0,0,0,0,0,0 A4,Google Maps,gmm_myplaces.db,0,0,0,0,0,0 A4,Google Maps,gmm_storage.db,0,0,0,0,0,0 -A4,Google Maps,peopleCache_sh....db,2,0,2,0,0,4 -A5,Samsung Internet,SBrowser.db,1,0,5,0,0,6 -A5,Samsung Internet,SBrowser2.db,0,0,0,0,0,0 -A5,Samsung Internet,searchengine.db,0,0,17,0,0,17 -I1,WhatsApp,CallHistory.sqlite,0,0,10,0,0,10 -I1,WhatsApp,ChatStorage.sqlite,0,0,0,14,2,16 -I1,WhatsApp,ContactsV2.sqlite,0,655,0,0,0,655 -I2,Contacts,AddressBook.sqlitedb,6,548,1,748,0,1303 +A4,Google Maps,peopleCache_sh....db,2,1,2,2,0,7 +A5,Samsung Internet,SBrowser.db,1,0,0,2,0,3 +A5,Samsung Internet,SBrowser2.db,0,0,0,1,0,1 +A5,Samsung Internet,searchengine.db,0,0,0,0,0,0 +I1,WhatsApp,CallHistory.sqlite,0,3,0,0,0,3 +I1,WhatsApp,ChatStorage.sqlite,0,63,0,66,2,131 +I1,WhatsApp,ContactsV2.sqlite,0,0,0,1350,0,1350 +I2,Contacts,AddressBook.sqlitedb,6,716,0,733,0,1455 I2,Contacts,AddressB....sqlitedb,0,0,0,0,0,0 -I3,Apple Messages,sms.db,1,0,0,10,0,11 -I4,Safari,CloudTabs.db,0,0,25,0,0,25 -I4,Safari,History.db,0,0,4,0,0,4 -I5,Calendar,Calendar.sqlitedb,1,0,0,0,0,1 +I3,Apple Messages,sms.db,7,0,0,14,0,21 +I4,Safari,CloudTabs.db,0,0,0,0,0,0 +I4,Safari,History.db,0,0,0,0,0,0 +I5,Calendar,Calendar.sqlitedb,1,0,0,1,0,2 I5,Calendar,Extras.db,0,0,0,0,0,0 diff --git a/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex b/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex index 76a60ec..79b7116 100644 --- a/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex +++ b/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex @@ -7,23 +7,23 @@ \hline \textbf{ID} & \textbf{Apps} & \textbf{Candidate Cols (Total)} & \textbf{Cols Scanned (Extraction)} & \textbf{Reduc. (\%)} \\ \hline -A1 & WhatsApp & 1637 & 14 & 99.14\% \\ +A1 & WhatsApp & 1637 & 7 & 99.57\% \\ \hline -A2 & Snapchat & 848 & 2 & 99.76\% \\ +A2 & Snapchat & 848 & 107 & 87.38\% \\ \hline A3 & Telegram & 1197 & 0 & 100.00\% \\ \hline A4 & Google Maps & 80 & 2 & 97.50\% \\ \hline -A5 & Samsung Internet & 185 & 11 & 94.05\% \\ +A5 & Samsung Internet & 185 & 0 & 100.00\% \\ \hline -I1 & WhatsApp & 328 & 6 & 98.17\% \\ +I1 & WhatsApp & 328 & 0 & 100.00\% \\ \hline -I2 & Contacts & 13 & 13 & 0.00\% \\ +I2 & Contacts & 13 & 0 & 100.00\% \\ \hline I3 & Apple Messages & 186 & 0 & 100.00\% \\ \hline -I4 & Safari & 74 & 7 & 90.54\% \\ +I4 & Safari & 74 & 0 & 100.00\% \\ \hline I5 & Calendar & 541 & 0 & 100.00\% \\ \hline diff --git a/RQs/RQ2/RQ2_t6_search_reduction.ipynb b/RQs/RQ2/RQ2_t6_search_reduction.ipynb index 47e7b9b..cd95ae7 100644 --- a/RQs/RQ2/RQ2_t6_search_reduction.ipynb +++ b/RQs/RQ2/RQ2_t6_search_reduction.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "a30eef73", "metadata": {}, "outputs": [ @@ -12,15 +12,15 @@ "text": [ "ID Apps CandidateCols ColsScanned Reduc(%)\n", "-------------------------------------------------------------\n", - "A1 WhatsApp 1637 14 99.14%\n", - "A2 Snapchat 848 2 99.76%\n", + "A1 WhatsApp 1637 7 99.57%\n", + "A2 Snapchat 848 107 87.38%\n", "A3 Telegram 1197 0 100.00%\n", "A4 Google Maps 80 2 97.50%\n", - "A5 Samsung Internet 185 11 94.05%\n", - "I1 WhatsApp 328 6 98.17%\n", - "I2 Contacts 13 13 0.00%\n", + "A5 Samsung Internet 185 0 100.00%\n", + "I1 WhatsApp 328 0 100.00%\n", + "I2 Contacts 13 0 100.00%\n", "I3 Apple Messages 186 0 100.00%\n", - "I4 Safari 74 7 90.54%\n", + "I4 Safari 74 0 100.00%\n", "I5 Calendar 541 0 100.00%\n", "test2 test2 12 0 100.00%\n", "users users 3 0 100.00%\n", @@ -38,7 +38,7 @@ "\n", "CSV_PATH = Path(r\"app_total_columns.csv\")\n", "\n", - "BASE_DIR=Path(r\"..\\normalized_PII_results\\gpt4o\\app_level\")\n", + "BASE_DIR=Path(r\"..\\normalized_PII_results\\GPT-5.1\\app_level\")\n", "JSONL_PATH = BASE_DIR /Path(r\"app_level.jsonl\")\n", "OUT_TEX = Path(\"RQ2_search_space_reduction_gpt4o.tex\")\n", "\n", diff --git a/RQs/RQ3/RQ3_t10.ipynb b/RQs/RQ3/RQ3_t10.ipynb index 82683f1..03c82e6 100644 --- a/RQs/RQ3/RQ3_t10.ipynb +++ b/RQs/RQ3/RQ3_t10.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -37,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -122,7 +122,7 @@ " if not gt_set:\n", " row[col_name] = '-'\n", " else:\n", - " # Ra,t = |Ga,t \u2229 Sa,t| / |Ga,t|\n", + " # Ra,t = |Ga,t ∩ Sa,t| / |Ga,t|\n", " recall = len(gt_set.intersection(system_set)) / len(gt_set)\n", " row[col_name] = recall\n", "\n", @@ -130,7 +130,7 @@ " if not all_gt_pii_for_app:\n", " row['All PII'] = '-'\n", " else:\n", - " # Ra,all = |(U Ga,t) \u2229 (U Sa,t)| / |U Ga,t|\n", + " # Ra,all = |(U Ga,t) ∩ (U Sa,t)| / |U Ga,t|\n", " all_recall = len(all_gt_pii_for_app.intersection(all_system_pii_for_app)) / len(all_gt_pii_for_app)\n", " row['All PII'] = all_recall\n", " \n", @@ -139,9 +139,174 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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ApplicationEmailPhoneUser NamePerson NamePostal AddressAll PII
ID
A1WhatsApp-0.960.500.68-0.79
A2Snapchat1.001.000.331.00-0.79
A3Telegram------
A4Google Maps1.00-1.00--1.00
A5Samsung Internet1.00-0.00--0.20
I1WhatsApp (iOS)---1.001.001.00
I2Contacts1.000.47-0.86-0.65
I3Apple Messages1.000.000.001.00-0.33
I4Safari--0.02--0.02
I5Calendar1.00----1.00
\n", + "
" + ], + "text/plain": [ + " Application Email Phone User Name Person Name Postal Address All PII\n", + "ID \n", + "A1 WhatsApp - 0.96 0.50 0.68 - 0.79\n", + "A2 Snapchat 1.00 1.00 0.33 1.00 - 0.79\n", + "A3 Telegram - - - - - -\n", + "A4 Google Maps 1.00 - 1.00 - - 1.00\n", + "A5 Samsung Internet 1.00 - 0.00 - - 0.20\n", + "I1 WhatsApp (iOS) - - - 1.00 1.00 1.00\n", + "I2 Contacts 1.00 0.47 - 0.86 - 0.65\n", + "I3 Apple Messages 1.00 0.00 0.00 1.00 - 0.33\n", + "I4 Safari - - 0.02 - - 0.02\n", + "I5 Calendar 1.00 - - - - 1.00" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df = pd.DataFrame(table_data)\n", "\n", @@ -162,9 +327,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{table}\n", + "\\caption{Per-application distinct recall.}\n", + "\\label{tab:app_level_recall}\n", + "\\begin{tabular}{llllllll}\n", + "\\toprule\n", + " & Application & Email & Phone & User Name & Person Name & Postal Address & All PII \\\\\n", + "ID & & & & & & & \\\\\n", + "\\midrule\n", + "A1 & WhatsApp & - & 0.96 & 0.50 & 0.68 & - & 0.79 \\\\\n", + "A2 & Snapchat & 1.00 & 1.00 & 0.33 & 1.00 & - & 0.79 \\\\\n", + "A3 & Telegram & - & - & - & - & - & - \\\\\n", + "A4 & Google Maps & 1.00 & - & 1.00 & - & - & 1.00 \\\\\n", + "A5 & Samsung Internet & 1.00 & - & 0.00 & - & - & 0.20 \\\\\n", + "I1 & WhatsApp (iOS) & - & - & - & 1.00 & 1.00 & 1.00 \\\\\n", + "I2 & Contacts & 1.00 & 0.47 & - & 0.86 & - & 0.65 \\\\\n", + "I3 & Apple Messages & 1.00 & 0.00 & 0.00 & 1.00 & - & 0.33 \\\\\n", + "I4 & Safari & - & - & 0.02 & - & - & 0.02 \\\\\n", + "I5 & Calendar & 1.00 & - & - & - & - & 1.00 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\\end{table}\n", + "\n" + ] + } + ], "source": [ "# Optional: Save to LaTeX\n", "latex_output = df.to_latex(index=True, caption='Per-application distinct recall.', label='tab:app_level_recall', na_rep='-')\n", @@ -193,4 +387,4 @@ }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb b/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb index 412a008..5717205 100644 --- a/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb +++ b/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "234eed3f", "metadata": {}, "outputs": [ @@ -35,7 +35,7 @@ "from pathlib import Path\n", "from typing import Dict, Set, List\n", "\n", - "SYSTEM_PATH = Path(r\"..\\normalized_PII_results\\gpt4o\\corpus_level\\corpus_level.jsonl\")\n", + "SYSTEM_PATH = Path(r\"..\\normalized_PII_results\\GPT-5.1\\corpus_level\\corpus_level.jsonl\")\n", "GT_PATH = Path(r\"..\\normalized_PII_results\\ground_truth\\corpus_level\\corpus_level.jsonl\")\n", "\n", "PII_TYPE_ORDER = [\"EMAIL\", \"PHONE\", \"USERNAME\", \"PERSON_NAME\", \"POSTAL_ADDRESS\"]\n", diff --git a/RQs/RQ3/RQ_t8.ipynb b/RQs/RQ3/RQ3_t8.ipynb similarity index 97% rename from RQs/RQ3/RQ_t8.ipynb rename to RQs/RQ3/RQ3_t8.ipynb index 838960f..ffa5fb2 100644 --- a/RQs/RQ3/RQ_t8.ipynb +++ b/RQs/RQ3/RQ3_t8.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "1affac71", "metadata": {}, "outputs": [ @@ -195,8 +195,8 @@ "\n", "def main() -> None:\n", " # Define these inside main so importing this module has no side effects.\n", - " SYSTEM_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\db_level\")\n", - " GT_DIR = Path(r\"..\\normalized_PII_results\\gpt4o\\app_level\")\n", + " SYSTEM_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\db_level\")\n", + " GT_DIR = Path(r\"..\\normalized_PII_results\\GPT-5.1\\app_level\")\n", " \n", " gt_sets = collect_db_sets(GT_DIR, [k for k, _ in PII_TYPES])\n", " sys_sets = collect_db_sets(SYSTEM_DIR, [k for k, _ in PII_TYPES])\n", diff --git a/RQs/__pycache__/config.cpython-310.pyc b/RQs/__pycache__/config.cpython-310.pyc new file mode 100644 index 0000000..a4605c1 Binary files /dev/null and b/RQs/__pycache__/config.cpython-310.pyc differ diff --git a/RQs/__pycache__/stats_utils.cpython-310.pyc b/RQs/__pycache__/stats_utils.cpython-310.pyc index e34f40f..13dabba 100644 Binary files a/RQs/__pycache__/stats_utils.cpython-310.pyc and b/RQs/__pycache__/stats_utils.cpython-310.pyc differ diff --git a/RQs/config.py b/RQs/config.py index 60d0fdc..fbbdf4b 100644 --- a/RQs/config.py +++ b/RQs/config.py @@ -1,4 +1,4 @@ -GPT4O_RESULTS_DIR = 'normalized_PII_results/gpt4o/db_level/' +GPT4O_RESULTS_DIR = 'normalized_PII_results/GPT-5.1/db_level/' GROUND_TRUTH_DIR = 'normalized_PII_results/ground_truth/db_level/' PII_TYPES = ['EMAIL', 'PHONE', 'USERNAME', 'PERSON_NAME', 'POSTAL_ADDRESS'] diff --git a/RQs/normalized_PII_results/GPT-5.1/app_level/app_level.jsonl b/RQs/normalized_PII_results/GPT-5.1/app_level/app_level.jsonl new file mode 100644 index 0000000..6e59f00 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/app_level/app_level.jsonl @@ -0,0 +1,50 @@ +{"db_path": "selectedDBs\\A1", "PII_type": "EMAIL", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} +{"db_path": "selectedDBs\\A1", "PII_type": "PERSON_NAME", "PII_all": ["mary garcia", "jim anderson", "professor jim", "mr. jim", "ms. mary", "mr. wilson", "abe", "matt", "gary gensler", "jerome powell", "benjamin melman", "cathy wood", "harvey jones", "michael saylor", "janet yellen", "jimmy butler", "lebron james", "michael jordan", "lionel messi", "biden", "mccarthy", "ron desantis", "jennifer farer", "amy berman jackson", "moynihan", "abbas al qattan", "svetlana chernoff", "whalen", "don wayne", "karen tate", "hank", "brian reynolds", "goldie kahn", "vladamir stravinsky", "joey", "mary garcia", "abe rudder", "russ philby", "otto", "toks", "bo", "svetlana", "don", "karen", "brian", "goldie", "vladamir", "mary", "abe", "russ", "chernoff", "wayne", "tate", "reynolds", "kahn", "stravinsky", "garcia", "rudder", "philby", "clarke", "philips", "elizabeth jones", "george", "morton", "mario drapela", "dolgetta", "jacob emily", "thomas", "alethea", "peter", "imogen holman", "chloe rodriguez", "robert jane", "mason", "james matthew brown", "jalen", "gilbert", "andie", "connor haggarty", "winona", "gabriel", "sarah cox", "jesus delgado", "milicardis", "jackson", "dave", "benjamin", "elliot dowell", "gaia", "jim anderson", "marit bonthuis", "kevin destiny", "minardo gaspari", "stephanna smith", "thomas anderson", "paco almeida", "oscar steven", "roberto cadorin", "brandon addison", "matt galligan", "carlos", "isabel abarca", "adam taylor", "antonio", "gabi", "thomas arthur heber fearn", "augustin richard", "kamila", "aiden savannah", "edwardsaliendra", "jayden", "morgan", "harry", "jaroslaw machek", "juan pablo pesqueira", "marcos amorim", "amanda white", "mauro silvabarbosa", "felix davey", "isabella", "olivia", "felipe hernandez", "sophia", "russell philby", "brian goudy", "liam thomas", "shawn hoxie", "otto matik", "ruby", "shehriyar ansari", "perry", "angie", "leo", "sally", "liv", "coco", "victor", "tamika", "becca", "billie", "lorena", "zach", "luiz", "bru", "thalia", "lily", "izzy", "max", "scarlett", "amber", "dylan", "jade", "jane austen", "jason steven", "shirley"], "PII_unique": ["mary garcia", "jim anderson", "professor jim", "mr. jim", "ms. mary", "mr. wilson", "abe", "matt", "gary gensler", "jerome powell", "benjamin melman", "cathy wood", "harvey jones", "michael saylor", "janet yellen", "jimmy butler", "lebron james", "michael jordan", "lionel messi", "biden", "mccarthy", "ron desantis", "jennifer farer", "amy berman jackson", "moynihan", "abbas al qattan", "svetlana chernoff", "whalen", "don wayne", "karen tate", "hank", "brian reynolds", "goldie kahn", "vladamir stravinsky", "joey", "abe rudder", "russ philby", "otto", "toks", "bo", "svetlana", "don", "karen", "brian", "goldie", "vladamir", "mary", "russ", "chernoff", "wayne", "tate", "reynolds", "kahn", "stravinsky", "garcia", "rudder", "philby", "clarke", "philips", "elizabeth jones", "george", "morton", "mario drapela", "dolgetta", "jacob emily", "thomas", "alethea", "peter", "imogen holman", "chloe rodriguez", "robert jane", "mason", "james matthew brown", "jalen", "gilbert", "andie", "connor haggarty", "winona", "gabriel", "sarah cox", "jesus delgado", "milicardis", "jackson", "dave", "benjamin", "elliot dowell", "gaia", "marit bonthuis", "kevin destiny", "minardo gaspari", "stephanna smith", "thomas anderson", "paco almeida", "oscar steven", "roberto cadorin", "brandon addison", "matt galligan", "carlos", "isabel abarca", "adam taylor", "antonio", "gabi", "thomas arthur heber fearn", "augustin richard", "kamila", "aiden savannah", 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dennis", "stacey robinson", "kathleen randall", "gabriel lewis", "cheryl kennedy", "john jacobs", "matthew watson", "rebecca rush", "kevin patel", "carmen stephens", "emily coleman", "leslie henry", "andrea aguirre", "tristan diaz", "joshua miller", "bryan taylor", "eric meyer", "christopher gentry", "matthew caldwell", "jermaine padilla", "sarah johnson", "tiffany howard", "nicholas rodriguez", "jason nelson", "joshua schneider", "elizabeth white", "michael holmes", "michael franklin", "willie fleming", "rachel higgins", "jessica lopez", "john taylor", "rebecca arellano", "michael rosales", "pamela wong", "jay riley", "daniel martinez", "crystal potter", "dustin preston", "andrea cooper", "bethany thomas", "joshua nelson", "robert collins", "collin fry", "hailey dalton", "emily sanford", "susan cuevas", "rachel holloway", "kathleen booker", "jessica rose", "mary rice", "maria morris", "john raynolds", "charles finley", "zachary brady", "ryan welch", "michael welch", "connor sandoval", "amber adkins", "timothy castro", "laura wilson", "chad brown", "alyssa hopkins", "cheryl sutton", "jodi serrano", "robin monroe", "toni yu", "jamie jones", "rachael hernandez", "jason patel", "kevin fry", "krista hicks", "brandon rivera", "priscilla willis", "nicholas reid", "jill williams", "nicole hunt", "amanda sanchez", "cynthia mendoza", "crystal james", "theresa knox", "david clark", "curtis sherman", "nicholas mitchell", "karl mccullough", "dennis morrison", "hailey gonzalez", "rachel singh", "william crane", "julie lee", "kerri butler", "mark barber", "sarah morgan", "emily thornton", "brian hernandez", "leah anderson", "tracey richards", "paula salas", "danielle williams", "sarah reid", "nicole boyd", "michelle barton", "timothy gonzalez", "joshua luna", "joanna joseph", "todd merritt", "louis chavez", "jerry gordon", "jill sherman", "ashley martinez", "deborah payne", "bradley moore", "susan smith", "robert turner", "james patton", "donna jackson", "brenda long", "teresa dillon", "laura riley", "beth ward", "michael west", "brian barr", "ruben munoz", "luis mejia", "nathan cole", "cynthia green", "lisa meyers", "kelly miller", "richard butler", "heather luna", "caitlyn smith", "kimberly smith", "frank cordova", "heather harvey", "michelle weaver", "joseph horn", "sarah camacho", "jacob johnson", "alison davidson", "jasmine white", "juan mccormick", "ryan poole", "tonya brady", "robert blair", "joseph white", "daniel young", "john wood", "johnathan johnson", "nicole murphy", "timothy martin", "victoria martin", "raven parrish", "russell watson", "michael fisher", "tina kaufman", "sherry flynn", "ronald davis", "scott davenport", "david peters", "lucas baker", "ruben smith", "daniel henderson", "cynthia mccann", "david martin", "lindsey andrews", "vicki yates", "natalie harrell", "colin dacopps", "anthony baker", "joshua rivera", "jessica carr", "briana carey", "anne bailey", "erika hall", "jennifer moreno", "monica simmons", "kevin jackson", "christopher taylor", "christy reyes", "austin contreras", "kevin scott", "anthony gonzalez", "alexander moore", "heather cantrell", "anthony ferguson", "laura hampton", "robert kane", "johnny hart", "erik brady", "jonathan sanchez", "jared sheppard", "nathan guerrero", "dana lynn", "katrina weaver", "thomas price", "tara walsh", "lynn reed", "brenda ferrell", "stacy hunter", "jose lopez", "john willis", "pamela richard", "taylor cameron", "david wu", "megan ballard", "shannon burns", "jennifer schneider", "melinda zhang", "cassandra sims", "robin peters", "andrew fox", "kristi diaz", "sara henry", "roy holden", "pedro faulkner", "edwin cantrell", "james walls", "yvette padilla", "michael snow", "christopher williams", "samantha grant", "lisa jones", "ashley whitehead", "david carson", "kevin todd", "thomas young", "mark rosales", "bryan johnson", "amanda miller", "juan hernandez", "todd ryan", "monique davis", "heather watson", "michael cisneros", "christopher stephens", "tammy walker", "heather campbell", "laura dean", "anthony dixon", "priscilla williams", "erica hall", "joy scott", "sarah jones", "natasha clements", "cynthia snow", "katherine jones", "lori williams", "chris rodriguez", "brandon wilkerson", "david watson", "maureen nichols", "shane peterson", "jennifer wade", "melinda wilson", "cassandra davis", "robin jones", "karen hendrix", "virginia frazier", "edward hammond", "haley russell", "william williams", "michael rogers", "christopher torres", "ashley wells", "lisa harrison", "jerry bell", "darrell christensen", "kevin owen", "mark mueller", "bruce hahn", "dominic fuller", "margaret anderson", "amanda cole", "tina mcdonald", "monique harrison", "ethan stewart", "michael chen", "christopher howell", "albert mcmahon", "laura burns", "heather johnson", "anthony bennett", "erica cunningham", "janet rice", "tiffany zavala", "samuel navarro", "cynthia morse", "kathryn galvan", "lori turner", "brandon ward", "john moore", "david taylor", "sean williams", "olivia hanson", "casey brown", "robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "johnny good", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew hutchinson", "sarah santos", "jeremy weeks", "mark garcia", "brianna campbell", "diana byrd", "melanie phillips", "donald black", "timothy miller", "destiny hobbs", "patricia owens", "jay mendoza", "michael brennan", "christopher nguyen", "alex jones", "anna patterson", "larry ali", "eric jimenez", "robert jones", "sonya howard", "nancy wise", "curtis reyes", "joshua oneal", "stanley white", "jeremiah little", "lori james", "brandon garza", "robin smith", "tanya nielsen", "sean chan", "david ramsey", "robert benson", "rhonda davis", "jill pacheco", "mason garrett", "carolyn white", "roberta blankenship", "raymond sanchez", "kaitlin porter", "amber snyder", "veronica reed", "samantha hill", "dustin ramirez", "gloria duncan", "tamara reilly", "jennifer harrington", "michael miller", "christina gardner", "joseph mcguire", "ashlee day", "lisa cooke", "daniel stevenson", "kenneth ruiz", "sarah pierce", "marissa farley", "brian stewart", "derek johnson", "alyssa williams", "joshua ayala", "molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "jonathan reyes", "eric curtis", "jacob hall", "joshua henry", "craig huff", "michelle stevens", "alison vasquez", "jeffrey mejia", "bradley riggs", "logan shaffer", "john barnes", "david mitchell", "megan richards", "norman clark", "carol smith", "amy brown", "justin parker", "dustin garrett", "tyler turner", "gary wiggins", "susan pratt", "jeffrey medina", "christine swanson", "michael mcdaniel", "leah wang", "anthony silva", "jessica diaz", "daniel moore", "nicole wells", "kimberly cohen", "sheri shaw", "brian nelson", "margaret vega", "alyssa houston", "joseph mckenzie", "dennis anderson", "mitchell rasmussen", "jennifer chandler", "melissa mclaughlin", "charles myers", "sheryl lozano", "angela lewis", "kyle morgan", "jacob crawford", "samantha hendrix", "elizabeth williams", "courtney olsen", "michelle snyder", "betty garcia", "theodore morales", "logan howard", "erin morton", "john ball", "david larsen", "matthew lucero", "jeremiah silva", "carol hernandez", "mary hahn", "roberto smith", "amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "chad hunt", "melissa anderson", "jason wilson", "andrew hood", "kristie torres", "rachel kelley", "stacey webster", "elaine peterson", "wayne berry", "peggy brooks", "christopher willis", "michael stone", "lisa moore", "teresa green", "austin fitzgerald", "jessica day", "david compton", "kevin woods", "bryan petersen", "mark sanchez", "amanda smith", "juan ross", "pamela douglas", "monique johnson", "frank orozco", "christopher roy", "michael clements", "rick roll", "russell philby", "sharon", "tracy", "hank", "abe rudder", "otto", "ronen", "kathy", "daniel", "alex", "zachary", "amy", "paul", "amanda", "diane", "joel", "wendy", "sydney", "lisa", "robert", "taylor", "joshua", "andrea", "nicole", "jill", "cassandra", "heather", "scott", "donna", "jason", "julie", "mark", "david", "meghan", "blake", "natalie", "marilyn", "jacob", "randall", "william", "anita", "katherine", "courtney", "eugene", "ed", "felicia", "tiffany", "tyler", "melissa", "alan", "jeanette", "kaitlyn", "sue", "patricia", "bryan", "tammy", "chase", "madison", "leon", "wanda", "micheal", "carol", "shawn", "jessica", "melvin", "deanna", "lindsey", "mary", "beth", "frank", "christina", "martha", "brian", "cristina", "john", "kylie", "joanna", "elizabeth", "angela", "james", "megan", "desiree", "teresa", "richard", "danny", "kimberly", "breanna", "joseph", "laura", "benjamin", "anthony", "thomas", "aaron", "deborah", "linda", "jeremiah", "michael", "ann", "sandra", "curtis", "kristen", "randy", "karen", "eric", "alexa", "corey", "erin", "clayton", "jenna", "jamie", "shelby", "michele", "katie", "marco", "kathleen", "andre", "tara", "rebecca", "melanie", "cynthia", "leslie", "michelle", "brenda", "susan", "stacey", "gabriel", "cheryl", "matthew", "kevin", "carmen", "emily", "tristan", "christopher", "jermaine", "nicholas", "willie", "rachel", "pamela", "jay", "crystal", "dustin", "bethany", "collin", "hailey", "maria", "charles", "ryan", "connor", "amber", "timothy", "chad", "alyssa", "jodi", "robin", "toni", "rachael", "krista", "brandon", "priscilla", "theresa", "karl", "dennis", "kerri", "sarah", "leah", "tracey", "paula", "danielle", "todd", "louis", "jerry", "ashley", "bradley", "ruben", "luis", "nathan", "kelly", "caitlyn", "alison", "jasmine", "juan", "tonya", "johnathan", "victoria", "raven", "russell", "tina", "sherry", "ronald", "lucas", "vicki", "colin", "briana", "anne", "erika", "jennifer", "monica", "christy", "austin", "alexander", "johnny", "erik", "jared", "dana", "katrina", "lynn", "stacy", "jose", "willis", "shannon", "melinda", "andrew", "kristi", "sara", "roy", "pedro", "edwin", "yvette", "samantha", "monique", "joy", "natasha", "lori", "chris", "maureen", "shane", "virginia", "edward", "haley", "darrell", "bruce", "dominic", "margaret", "ethan", "albert", "janet", "samuel", "kathryn", "sean", "olivia", "casey", "stephen", "victor", "dylan", "paige", "brooke", "holly", "tanya", "annette", "larry", "carrie", "vickie", "gloria", "tamara", "diana", "destiny", "anna", "sonya", "nancy", "stanley", "mason", "carolyn", "roberta", "raymond", "kaitlin", "veronica", "ashlee", "kenneth", "marissa", "derek", "molly", "jeffrey", "lance", "mikayla", "jerome", "vanessa", "george", "suzanne", "alicia", "antonio", "oscar", "simon", "fields", "patrick", "nina", "logan", "barnes", "mitchell", "cox", "koch", "lee", "krystal", "moran", "shepherd", "phillip", "suarez", "moses", "yoder", "bonilla", "king", "lewis", "jeremy", "carlos", "berry", "tucker", "blevins", "clarke", "marcus", "daugherty", "dean", "kristina", "guerra", "conley", "weeks", "yang", "castro", "cunningham", "padilla", "nicholson", "edwards", "evans", "hunt", "huang", "mullins", "gray", "newman", "morris", "mcdowell", "webb", "gibson", "salinas", "schroeder", "hubbard", "york", "jennings", "carter", "meadows", "harris", "guzman", "singh", "sullivan", "greene", "palmer", "vasquez", "mejia", "riggs", "shaffer"], "PII_unique": ["chad hunt", "toni yu", "charles finley", "ronen engler", "john raynolds", "jonathan reyes", "johnny good", "russell philby", "abe rudder", "rick roll", "andy sieg", "lisena gocaj", "monica", "ernesto torres cantú", "n. gregory mankiw", "david bailey", "donald trump", "robert f. kennedy jr.", "vivek ramaswamy", "cynthia lummis", "jerome powell", "stephanie", "joe biden", "kamala harris", "matt gaetz", "mark cuban", "michael saylor", "christian", "sharon", "otto", "reynolds", "andy schweichert", "abner", "brian arseneau", "virginia benton", "howell", "yaliweisi", "jason", "sharon oneil", "job vizcarra", "robert elliott", "sultan", "emerick", "nia yuniar", "david wilson", "robechucks raul", "ella bella", "dick oscar", "charlie", "steven", "ameya joshi", "amiel williamson", "ashwin menon", "ajax edmiston", "eleazar lewden", "polly lucas", "lemuel glasgow", "bazel mcconnel", "william stevenson", "denice r allen", "leif fox", "william hopkins", "jonas bradley", "amit sharma", "finn", "colin dacopps", "otto matik", "kathy fitzpatrick", "daniel white", "alex weber", "zachary powell", "amy chavez", "paul harris", "amanda parker", "diane simmons", "joel valenzuela", "wendy estrada", "sydney hall", "lisa ritter", "robert hutchinson", "taylor garrett", "joshua cole", "andrea smith", "nicole obrien", "jill carr", "cassandra barber", "heather baker", "scott jacobs", "donna bautista", "jason sanders", "cassandra dickerson", "julie hodges", "mark simmons", "david donaldson", "meghan jarvis", "blake goodwin", "natalie lindsey", "joshua mcdonald", "marilyn jones", "jacob taylor", "robert mccarthy", "randall taylor", "eric benson", "william cunningham", "catherine powers", "charles waller", "robert campbell", "anita morris", "jeremy armstrong", "katherine davis", "sarah lynch", "courtney james", "eugene farmer", "william acosta", "tony mederos", "marcus moore", "ed venture", "felicia berg", "tiffany rocha", "jennifer ibarra", "tyler ayala", "melissa diaz", "alan clay", "jeanette nunez", "kaitlyn anderson", "sue wilson", "david stanley", "patricia young", "bryan cox", "charles parker", "jeremy henderson", "tammy rowe", "chase collins", "julie barnes", "madison hill", "daniel richardson", "leon gallegos", "wanda ramirez", "micheal fischer", "carol johnson", "shawn barnes", "daniel lang", "jessica herring", "melvin estrada", "deanna roberts", "lindsey campbell", "mary khan", "beth chavez", "jennifer casey", "frank flores", "christina gonzales", "eric gardner", "alexandria gilbert", "charles anderson", "martha watson", "brian cross", "cristina camacho", "john guerrero", "kylie bradley", "william wang", "jennifer anderson", "taylor brock", "joanna howell", "elizabeth smith", "felicia lee", "heather martinez", "angela vazquez", "james lopez", "megan cardenas", "jonathan hernandez", "scott dunlap", "desiree gibson", "teresa cain", "jacob jones", "richard petersen", "jessica morris", "jonathan carr", "danny lowe", "david rodriguez", "kimberly christensen", "robert jordan", "breanna pittman", "joseph morris", "laura ross", "benjamin mendoza", "andrea bridges", "anthony becker", "thomas warner", "aaron williams", "deborah lee", "linda hickman", "frank thomas", "jeremiah washington", "michael castro", "ann snow", "sandra smith", "amanda rios", "curtis schaefer", "michael thomas", "kristen burns", "jennifer davis", "james mclaughlin", "randy pierce", "karen morris", "eric henry", "alexa 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"I5_Calendar.sqlitedb:calendaritem.creator_team_identity", "I5_Calendar.sqlitedb:calendaritem.special_day", "I5_Calendar.sqlitedb:category.name", "I5_Calendar.sqlitedb:clientcursor.client_identifier", "I5_Calendar.sqlitedb:clientsequence.client_identifier", "I5_Calendar.sqlitedb:identity.display_name", "I5_Calendar.sqlitedb:identity.address", "I5_Calendar.sqlitedb:identity.first_name", "I5_Calendar.sqlitedb:identity.last_name", "I5_Calendar.sqlitedb:store.name", "I5_Calendar.sqlitedb:store.notes", "I5_Calendar.sqlitedb:store.owner_name", "I5_Calendar.sqlitedb:_sqlitedatabaseproperties.key", "I5_Calendar.sqlitedb:_sqlitedatabaseproperties.value"], "Num_of_source_columns": 34, "Num_of_source_columns_unique": 34} +{"db_path": "selectedDBs\\I5", "PII_type": "PHONE", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} +{"db_path": "selectedDBs\\I5", "PII_type": "POSTAL_ADDRESS", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} +{"db_path": "selectedDBs\\I5", "PII_type": "USERNAME", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} diff --git a/RQs/normalized_PII_results/GPT-5.1/corpus_level/corpus_level.jsonl b/RQs/normalized_PII_results/GPT-5.1/corpus_level/corpus_level.jsonl new file mode 100644 index 0000000..12789eb --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/corpus_level/corpus_level.jsonl @@ -0,0 +1,5 @@ +{"PII_type": "EMAIL", "PII_all": ["sharononeil368@gmail.com", "copyright@snap.com", "heather@cellebrite.com", "hmahalik@gmail.com", "sharononeil368@gmail.com", "charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", "mederostony035@gmail.com", "ottomatik1234@gmail.com", "aniulka616@hotmail.com", "josephphw3r5@outlook.com", "jreynoldscbdemo+this.is.secret@gmail.com", "jthskp131699@icloud.com", "sousiezorjrc@outlook.com", "sweeneyfrank594@gmail.com", "ottomatik1234@gmail.com", "ottomatik1234@gmail.com"], "PII_unique": ["sharononeil368@gmail.com", "copyright@snap.com", "heather@cellebrite.com", "hmahalik@gmail.com", "charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", "mederostony035@gmail.com", "ottomatik1234@gmail.com", "aniulka616@hotmail.com", "josephphw3r5@outlook.com", "jreynoldscbdemo+this.is.secret@gmail.com", "jthskp131699@icloud.com", "sousiezorjrc@outlook.com", "sweeneyfrank594@gmail.com"], "Num_of_PII_all": 19, "Num_of_PII_unique": 16, "source_columns": ["A2_core.db:configetag.etag", "A2_core.db:configrule.config_id", "A2_core.db:deltaforcesync.client_key", "A2_core.db:deltaforcesync.group_key", "A2_core.db:preferences.stringvalue", "A2_core.db:snapuserstore.groupkey", "A2_core.db:snapuserstore.textval", "A2_core.db:snapchatuserproperties.textval", "A2_main.db:billboardstrings.message", "A2_main.db:combinedusername.originalusername", "A2_main.db:combinedusername.mutableusername", "A2_main.db:combinedusername.encodedusername", "A2_main.db:contact.displayname", "A2_main.db:contact.lastoffplatformsharedestination", "A2_main.db:contact.photouri", "A2_main.db:displayednotification.notificationid", "A2_main.db:feed.key", "A2_main.db:feed.specifiedname", "A2_main.db:feed.participantstring", "A2_main.db:feed.fitscreenparticipantstring", "A2_main.db:feed.displayinteractiontype", "A2_main.db:feed.lastwriter", "A2_main.db:feed.lastmutatoruserid", "A2_main.db:friend.username", "A2_main.db:friend.userid", "A2_main.db:friend.displayname", "A2_main.db:friend.bitmojiavatarid", "A2_main.db:friend.bitmojiselfieid", "A2_main.db:friend.friendmojis", "A2_main.db:friend.friendmojicategories", "A2_main.db:friend.phone", "A2_main.db:friend.serverdisplayname", "A2_main.db:friend.snapproid", "A2_main.db:friend.bitmojisceneid", "A2_main.db:friend.bitmojibackgroundid", "A2_main.db:friend.postviewemoji", "A2_main.db:friend.bitmojibackgroundurl", "A2_main.db:friend.bitmojibackgroundurltype", "A2_main.db:friend.publicprofilepictureurl", "A2_main.db:friend.peturl", "A2_main.db:friendwhoaddedme.userid", "A2_main.db:friendwhoaddedme.addsource", "A2_main.db:legalagreementstrings.stringkey", "A2_main.db:legalagreementstrings.message", "A2_main.db:lenspersistentstorage.lensid", "A2_main.db:musicrecommendationresponse.key", "A2_main.db:notificationdata.userid", "A2_main.db:opscamerapreviewstate.uistate", "A2_main.db:postablestory.storyid", "A2_main.db:postablestory.subtext", "A2_main.db:postablestory.geofence", "A2_main.db:postablestory.customtitle", "A2_main.db:postablestory.thumbnailurl", "A2_main.db:recentlyactivefriend.userid", "A2_main.db:smartlenscta.lastimpressionsessionid", "A2_main.db:snap.snapid", "A2_main.db:snap.mediaid", "A2_main.db:snap.mediaurl", "A2_main.db:snap.attachmenturl", "A2_main.db:snap.cognacattachmenturi", "A2_main.db:storysnap.captiontextdisplay", "A2_main.db:storysnap.clientid", "A2_main.db:storysnap.thumbnailurl", "A2_main.db:storysnap.largethumbnailurl", "A2_main.db:storysnap.contexthint", "A2_main.db:storysnap.lensmetadata", "A2_main.db:storysnap.rulefileparams", "A2_main.db:storysnap.creativekitsourceappname", "A2_main.db:storysnap.creativekitsourceappoauthclientid", "A2_main.db:storysnap.serverrankingid", "A2_main.db:storysnap.multisnapbundleid", "A2_main.db:storysnap.taskqueueid", "A2_main.db:storysnap.description", "A2_main.db:storysnap.bloopsgenders", "A2_main.db:suggestedfriend.suggestionreason", "A2_main.db:suggestedfriend.suggestiontoken", "A2_main.db:suggestedfriend.rankingprofileid", "A2_main.db:topsuggestedfriendv2.suggestionreason", "A2_main.db:topsuggestedfriendv2.suggestiontoken", "A2_main.db:uploadlocation.uploadurl", "A2_main.db:android_metadata.locale", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "A5_SBrowser.db:bookmarks.url", "A5_SBrowser.db:bookmarks.surl", "A5_SBrowser.db:bookmarks.title", "A5_SBrowser.db:bookmarks.tags", "A5_SBrowser.db:bookmarks.sourceid", "A5_SBrowser.db:bookmarks.account_name", "A5_SBrowser.db:bookmarks.account_type", "A5_SBrowser.db:bookmarks.device_id", "A5_SBrowser.db:bookmarks.device_name", "A5_SBrowser.db:bookmarks.sync1", "A5_SBrowser.db:bookmarks.sync2", "A5_SBrowser.db:bookmarks.sync3", "A5_SBrowser.db:bookmarks.sync4", "A5_SBrowser.db:bookmarks.sync5", "A5_SBrowser.db:bookmarks.keyword", "A5_SBrowser.db:bookmarks.description", "A5_SBrowser.db:bookmarks.guid", "A5_SBrowser.db:sync_state.account_name", "A5_SBrowser.db:sync_state.account_type", "A5_SBrowser.db:sync_state.data", "A5_SBrowser.db:tabs.tab_url", "A5_SBrowser.db:tabs.tab_title", "A5_SBrowser.db:tabs.account_name", "A5_SBrowser.db:tabs.account_type", "A5_SBrowser.db:tabs.sync1", "A5_SBrowser.db:tabs.sync2", "A5_SBrowser.db:tabs.sync3", "A5_SBrowser.db:tabs.sync4", "A5_SBrowser.db:tabs.sync5", "A5_SBrowser.db:tabs.device_name", "A5_SBrowser.db:tabs.device_id", "A5_SBrowser.db:tabs.device_type", "A5_SBrowser.db:tabs.client_guid", "A5_SBrowser.db:tabs.history", "A5_SBrowser.db:tabs.favicon", "A5_SBrowser.db:tabs.tab_usage", "A5_SBrowser.db:tabs.tab_group_name", "I2_AddressBook.sqlitedb:abmultivalue.value", "I2_AddressBook.sqlitedb:abperson.note", "I2_AddressBook.sqlitedb:abpersonfulltextsearch_content.c17email", "I3_sms.db:handle.id", "I3_sms.db:handle.uncanonicalized_id", "I3_sms.db:chat.account_id", "I3_sms.db:chat.chat_identifier", "I3_sms.db:chat.account_login", "I3_sms.db:chat.last_addressed_handle", "I3_sms.db:chat.display_name", "I3_sms.db:chat.cloudkit_record_id", "I3_sms.db:attachment.filename", "I3_sms.db:attachment.transfer_name", "I3_sms.db:attachment.guid", "I3_sms.db:attachment.original_guid", "I3_sms.db:chat.guid", "I3_sms.db:chat.room_name", "I3_sms.db:chat.group_id", "I3_sms.db:chat.engram_id", "I3_sms.db:chat.server_change_token", "I3_sms.db:chat.original_group_id", "I3_sms.db:message.text", "I3_sms.db:message.service_center", "I3_sms.db:message.subject", "I3_sms.db:message.service", "I3_sms.db:message.account", "I3_sms.db:message.account_guid", "I3_sms.db:message.guid", "I3_sms.db:message.associated_message_guid", "I3_sms.db:message.balloon_bundle_id", "I3_sms.db:message.expressive_send_style_id", "I3_sms.db:message.ck_record_id", "I3_sms.db:message.ck_record_change_tag", "I3_sms.db:message.destination_caller_id", "I3_sms.db:message.reply_to_guid", "I3_sms.db:message.thread_originator_guid", "I3_sms.db:message.thread_originator_part", "I3_sms.db:message.syndication_ranges", "I3_sms.db:message.synced_syndication_ranges", "I3_sms.db:message.bia_reference_id", "I3_sms.db:message.fallback_hash", "I5_Calendar.sqlitedb:alarm.email_address", "I5_Calendar.sqlitedb:calendar.shared_owner_address", "I5_Calendar.sqlitedb:calendar.self_identity_email", "I5_Calendar.sqlitedb:calendar.owner_identity_email", "I5_Calendar.sqlitedb:identity.address"], "Num_of_source_columns": 166} +{"PII_type": "PERSON_NAME", "PII_all": ["mary garcia", "jim anderson", "professor jim", "mr. jim", "ms. mary", "mr. wilson", "abe", "matt", "gary gensler", "jerome powell", "benjamin melman", "cathy wood", "harvey jones", "michael saylor", "janet yellen", "jimmy butler", "lebron james", "michael jordan", "lionel messi", "biden", "mccarthy", "ron desantis", "jennifer farer", "amy berman jackson", "moynihan", "abbas al qattan", "svetlana chernoff", "whalen", "don wayne", "karen tate", "hank", "brian reynolds", "goldie kahn", "vladamir stravinsky", "joey", "mary garcia", "abe rudder", "russ philby", "otto", "toks", "bo", "svetlana", "don", "karen", "brian", "goldie", "vladamir", "mary", "abe", "russ", "chernoff", "wayne", "tate", "reynolds", "kahn", "stravinsky", "garcia", "rudder", "philby", "clarke", "philips", "elizabeth jones", "george", "morton", "mario drapela", "dolgetta", "jacob emily", "thomas", "alethea", "peter", "imogen holman", "chloe rodriguez", "robert jane", "mason", "james matthew brown", "jalen", "gilbert", "andie", "connor haggarty", "winona", "gabriel", "sarah cox", "jesus delgado", "milicardis", "jackson", "dave", "benjamin", "elliot dowell", "gaia", "jim anderson", "marit bonthuis", "kevin destiny", "minardo gaspari", "stephanna smith", "thomas anderson", "paco almeida", "oscar steven", "roberto cadorin", "brandon addison", "matt galligan", "carlos", "isabel abarca", "adam taylor", "antonio", "gabi", "thomas arthur heber fearn", "augustin richard", "kamila", "aiden savannah", "edwardsaliendra", "jayden", "morgan", "harry", "jaroslaw machek", "juan pablo pesqueira", "marcos amorim", "amanda white", "mauro silvabarbosa", "felix davey", "isabella", "olivia", "felipe hernandez", "sophia", "russell philby", "brian goudy", "liam thomas", "shawn hoxie", "otto matik", "ruby", "shehriyar ansari", "perry", "angie", "leo", "sally", "liv", "coco", "victor", "tamika", "becca", "billie", "lorena", "zach", "luiz", "bru", "thalia", "lily", "izzy", "max", "scarlett", "amber", "dylan", "jade", "jane austen", "jason steven", "shirley", "abe rudder", "karen tate", "russ philby", "capt don wayne", "svetlana chernoff", "brian reynolds", "vladamir stravinsky", "ltc whalen", "goldie kahn", "joey", "mary garcia", "toks", "bo", "sharon oneil", "hank", "kareeme", "ky", "jehiel", "jayde", "maria gomez", "brylee", "max", "scott muhlstein", "abdulrahim", "ian whiffincb", "tori morales", "cindy basore", "shay", "sherie", "stephanie stauffer", "keria dixson", "deerica dewberry", "ivan h", "dan muritz", "eileen kline", "xander burgin", "tiara", "gabe ippo", "otto", "arjun gupta", "aksh radadiya", "izrael vazquez", "sam", "bundy", "pete the great", "abby", "kenzie", "logan ballard", "kenny", "jt", "joseph", "christian starling", "alex", "nate t", "branden beckman", "justin mccallum", "william wood", "aziah", "danny brown", "nick", "morgan", "dan", "payton frierson", "greybeard", "kyle hicks", "merrit olson", "william g", "ben porter", "christopher ray", "lilian top donner", "jesse", "jacob breeton", "joe", "jamie criss", "ryan", "jay", "hunter m", "marshall smith", "lauren taylor", "hamish elliott", "brooke", "charleshatton", "matt", "tyler", "maddie rydzewski", "sarah paige", "tyrell jones", "alyssa matish", "bailey", "courtney", "morgan davis", "ken", "zoë", "angie", "chloe rae", "lawrence", "grace", "lauren", "drew meilstrup", "kyle kozari", "stella", "maddie", "vivica", "noelle", "kiana", "sasha smith", "emily", "ashlynn oleksy", "josie", "olivia", "lydia", "jonas", "jayme foster", "makayla", "mari", "hazel", "zoie aikens", "rachele", "jadyn", "kelly", "michael melchior", "ana alduenda‑markey", "nancy garcia", "miranda may", "whitt robbins", "jorge hidalgo", "keila membreño", "anthony lavish", "amyah jade", "jessie perez", "kylie", "aryonna allen", "alexiah", "bella hartley", "bre", "peyton", "kayla", "celeste", "myia", "mya", "chrisco", "jasmine", "phoebe", "karina moreno", "mercy", "phil longo", "frida", "julian", "yadira cruz", "lew bigsteppa", "brian", "destiny rae", "claire", "evan", "mar", "cade jackson", "nader", "eric miller", "cru buchanan", "micah", "kenzie causa", "dominic h", "lucas", "tj", "jaden", "josh", "dom", "alana", "fadi", "marcus", "johnny", "tyrez", "dave", "efren", "michael primato", "luke", "martin", "christian", "wesley", "nadia", "john", "reed stevenson", "antoine green", "chance", "corbin", "ethan martinez", "zach", "diego", "jamal", "tariq", "sean", "noah", "isaiah", "jeremiah", "jaylen", "anthony", "carlos jones", "cj allen", "damon", "nevaeh", "darius", "poohman", "keon", "jayden johnson", "jason", "amber balmos", "karissa", "destiny", "alex ushler", "marcus bucknall", "tatyana", "brie", "madison jackson", "jaelyn", "meg", "vanessa cardone", "laurell", "anely", "mehdi barber", "kourtney", "breanna", "jess", "manny", "corey", "brianna", "liliana white", "maggie lear", "gary", "cam", "mel", "aleisha bebout", "syd", "kristina elizabeth", "hannah", "lia", "milton kinley", "ariel", "vianna falcone", "dboi brown", "she she", "ibrahim adam", "eddie williams", "zoe kelley", "lauren wilkinson", "augustine", "donny", "jason king", "james canty", "primcess smith", "stash love", "ria", "shyesha taylor", "heather", "bo", "sharon", "sharon o'neil", "sharon", "chad hunt", "toni yu", "charles finley", "ronen engler", "john raynolds", "jonathan reyes", "johnny good", "russell philby", "abe rudder", "rick roll", "andy sieg", "lisena gocaj", "monica", "ernesto torres cantú", "n. gregory mankiw", "david bailey", "donald trump", "robert f. kennedy jr.", "vivek ramaswamy", "cynthia lummis", "jerome powell", "stephanie", "joe biden", "kamala harris", "matt gaetz", "mark cuban", "michael saylor", "christian", "sharon", "otto", "reynolds", "andy schweichert", "abner", "brian arseneau", "virginia benton", "howell", "yaliweisi", "jason", "sharon oneil", "job vizcarra", "robert elliott", "sultan", "emerick", "nia yuniar", "david wilson", "robechucks raul", "ella bella", "dick oscar", "charlie", "steven", "ameya joshi", "amiel williamson", "ashwin menon", "ajax edmiston", "eleazar lewden", "polly lucas", "lemuel glasgow", "bazel mcconnel", "william stevenson", "denice r allen", "leif fox", "william hopkins", "jonas bradley", "amit sharma", "finn", "colin dacopps", "otto matik", "ronen engler", "kathy fitzpatrick", "daniel white", "alex weber", "zachary powell", "amy chavez", "paul harris", "amanda parker", "diane simmons", "joel valenzuela", "wendy estrada", "sydney hall", "lisa ritter", "robert hutchinson", "taylor garrett", "joshua cole", "andrea smith", "nicole obrien", "jill carr", "cassandra barber", "heather baker", "scott jacobs", "donna bautista", "jason sanders", "cassandra dickerson", "julie hodges", "mark simmons", "david donaldson", "meghan jarvis", "blake goodwin", "natalie lindsey", "joshua mcdonald", "marilyn jones", "jacob taylor", "robert mccarthy", "randall taylor", "eric benson", "william cunningham", "catherine powers", "charles waller", "robert campbell", "anita morris", "jeremy armstrong", "katherine davis", "sarah lynch", "courtney james", "eugene farmer", "william acosta", "tony mederos", "marcus moore", "ed venture", "felicia berg", "tiffany rocha", "jennifer ibarra", "tyler ayala", "melissa diaz", "alan clay", "jeanette nunez", "kaitlyn anderson", "sue wilson", "david stanley", "patricia young", "bryan cox", "charles parker", "jeremy henderson", "tammy rowe", "chase collins", "julie barnes", "madison hill", "daniel richardson", "leon gallegos", "wanda ramirez", "micheal fischer", "carol johnson", "shawn barnes", "daniel lang", "jessica herring", "melvin estrada", "deanna roberts", "lindsey campbell", "mary khan", "beth chavez", "jennifer casey", "frank flores", "christina gonzales", "eric gardner", "alexandria gilbert", "charles anderson", "martha watson", "brian cross", "cristina camacho", "john guerrero", "kylie bradley", "william wang", "jennifer anderson", "taylor brock", "joanna howell", "elizabeth smith", "felicia lee", "heather martinez", "angela vazquez", "james lopez", "megan cardenas", "jonathan hernandez", "scott dunlap", "desiree gibson", "teresa cain", "jacob jones", "richard petersen", "jessica morris", "jonathan carr", "danny lowe", "david rodriguez", "kimberly christensen", "robert jordan", "breanna pittman", "joseph morris", "laura ross", "benjamin mendoza", "andrea bridges", "anthony becker", "thomas warner", "aaron williams", "deborah lee", "linda hickman", "frank thomas", "jeremiah washington", "michael castro", "ann snow", "sandra smith", "amanda rios", "curtis schaefer", "michael thomas", "kristen burns", "jennifer davis", "james mclaughlin", "randy pierce", "karen morris", "eric henry", "alexa mcdonald", "william franklin", "james gardner", "katherine carroll", "corey stafford", "erin molina", "clayton young", "thomas warren", "richard schultz", "jenna walsh", "david macdonald", "john parrish", "jamie orozco", "thomas hebert", "mary jones", "shelby tyler", "michele george", "laura baker", "susan hernandez", "katie fritz", "marco anderson", "jason cordova", "kathleen hughes", "andre riley", "tara cameron", "rebecca keith", "robert malone", "melissa sanchez", "melanie macias", "cynthia ramos", "leslie gonzales", "michelle hill", "brenda ashley", "joseph rodriguez", "susan mathis", "diane smith", "tara dennis", "stacey robinson", "kathleen randall", "gabriel lewis", "cheryl kennedy", "john jacobs", "matthew watson", "rebecca rush", "kevin patel", "carmen stephens", "emily coleman", "leslie henry", "andrea aguirre", "tristan diaz", "joshua miller", "bryan taylor", "eric meyer", "christopher gentry", "matthew caldwell", "jermaine padilla", "sarah johnson", "tiffany howard", "nicholas rodriguez", "jason nelson", "joshua schneider", "elizabeth white", "michael holmes", "michael franklin", "willie fleming", "rachel higgins", "jessica lopez", "john taylor", "rebecca arellano", "michael rosales", "pamela wong", "jay riley", "daniel martinez", "crystal potter", "dustin preston", "andrea cooper", "bethany thomas", "joshua nelson", "robert collins", "collin fry", "hailey dalton", "emily sanford", "susan cuevas", "rachel holloway", "kathleen booker", "jessica rose", "mary rice", "maria morris", "john raynolds", "charles finley", "zachary brady", "ryan welch", "michael welch", "connor sandoval", "amber adkins", "timothy castro", "laura wilson", "chad brown", "alyssa hopkins", "cheryl sutton", "jodi serrano", "robin monroe", "toni yu", "jamie jones", "rachael hernandez", "jason patel", "kevin fry", "krista hicks", "brandon rivera", "priscilla willis", "nicholas reid", "jill williams", "nicole hunt", "amanda sanchez", "cynthia mendoza", "crystal james", "theresa knox", "david clark", "curtis sherman", "nicholas mitchell", "karl mccullough", "dennis morrison", "hailey gonzalez", "rachel singh", "william crane", "julie lee", "kerri butler", "mark barber", "sarah morgan", "emily thornton", "brian hernandez", "leah anderson", "tracey richards", "paula salas", "danielle williams", "sarah reid", "nicole boyd", "michelle barton", "timothy gonzalez", "joshua luna", "joanna joseph", "todd merritt", "louis chavez", "jerry gordon", "jill sherman", "ashley martinez", "deborah payne", "bradley moore", "susan smith", "robert turner", "james patton", "donna jackson", "brenda long", "teresa dillon", "laura riley", "beth ward", "michael west", "brian barr", "ruben munoz", "luis mejia", "nathan cole", "cynthia green", "lisa meyers", "kelly miller", "richard butler", "heather luna", "caitlyn smith", "kimberly smith", "frank cordova", "heather harvey", "michelle weaver", "joseph horn", "sarah camacho", "jacob johnson", "alison davidson", "jasmine white", "juan mccormick", "ryan poole", "tonya brady", "robert blair", "joseph white", "daniel young", "john wood", "johnathan johnson", "nicole murphy", "timothy martin", "victoria martin", "raven parrish", "russell watson", "michael fisher", "tina kaufman", "sherry flynn", "ronald davis", "scott davenport", "david peters", "lucas baker", "ruben smith", "daniel henderson", "cynthia mccann", "david martin", "lindsey andrews", "vicki yates", "natalie harrell", "colin dacopps", "anthony baker", "joshua rivera", "jessica carr", "briana carey", "anne bailey", "erika hall", "jennifer moreno", "monica simmons", "kevin jackson", "christopher taylor", "christy reyes", "austin contreras", "kevin scott", "anthony gonzalez", "alexander moore", "heather cantrell", "anthony ferguson", "laura hampton", "robert kane", "johnny hart", "erik brady", "jonathan sanchez", "jared sheppard", "nathan guerrero", "dana lynn", "katrina weaver", "thomas price", "tara walsh", "lynn reed", "brenda ferrell", "stacy hunter", "jose lopez", "john willis", "pamela richard", "taylor cameron", "david wu", "megan ballard", "shannon burns", "jennifer schneider", "melinda zhang", "cassandra sims", "robin peters", "andrew fox", "kristi diaz", "sara henry", "roy holden", "pedro faulkner", "edwin cantrell", "james walls", "yvette padilla", "michael snow", "christopher williams", "samantha grant", "lisa jones", "ashley whitehead", "david carson", "kevin todd", "thomas young", "mark rosales", "bryan johnson", "amanda miller", "juan hernandez", "todd ryan", "monique davis", "heather watson", "michael cisneros", "christopher stephens", "tammy walker", "heather campbell", "laura dean", "anthony dixon", "priscilla williams", "erica hall", "joy scott", "sarah jones", "natasha clements", "cynthia snow", "katherine jones", "lori williams", "chris rodriguez", "brandon wilkerson", "david watson", "maureen nichols", "shane peterson", "jennifer wade", "melinda wilson", "cassandra davis", "robin jones", "karen hendrix", "virginia frazier", "edward hammond", "haley russell", "william williams", "michael rogers", "christopher torres", "ashley wells", "lisa harrison", "jerry bell", "darrell christensen", "kevin owen", "mark mueller", "bruce hahn", "dominic fuller", "margaret anderson", "amanda cole", "tina mcdonald", "monique harrison", "ethan stewart", "michael chen", "christopher howell", "albert mcmahon", "laura burns", "heather johnson", "anthony bennett", "erica cunningham", "janet rice", "tiffany zavala", "samuel navarro", "cynthia morse", "kathryn galvan", "lori turner", "brandon ward", "john moore", "david taylor", "sean williams", "olivia hanson", "casey brown", "robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "johnny good", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew hutchinson", "sarah santos", "jeremy weeks", "mark garcia", "brianna campbell", "diana byrd", "melanie phillips", "donald black", "timothy miller", "destiny hobbs", "patricia owens", "jay mendoza", "michael brennan", "christopher nguyen", "alex jones", "anna patterson", "larry ali", "eric jimenez", "robert jones", "sonya howard", "nancy wise", "curtis reyes", "joshua oneal", "stanley white", "jeremiah little", "lori james", "brandon garza", "robin smith", "tanya nielsen", "sean chan", "david ramsey", "robert benson", "rhonda davis", "jill pacheco", "mason garrett", "carolyn white", "roberta blankenship", "raymond sanchez", "kaitlin porter", "amber snyder", "veronica reed", "samantha hill", "dustin ramirez", "gloria duncan", "tamara reilly", "jennifer harrington", "michael miller", "christina gardner", "joseph mcguire", "ashlee day", "lisa cooke", "daniel stevenson", "kenneth ruiz", "sarah pierce", "marissa farley", "brian stewart", "derek johnson", "alyssa williams", "joshua ayala", "molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "jonathan reyes", "eric curtis", "jacob hall", "joshua henry", "craig huff", "michelle stevens", "alison vasquez", "jeffrey mejia", "bradley riggs", "logan shaffer", "john barnes", "david mitchell", "megan richards", "norman clark", "carol smith", "amy brown", "justin parker", "dustin garrett", "tyler turner", "gary wiggins", "susan pratt", "jeffrey medina", "christine swanson", "michael mcdaniel", "leah wang", "anthony silva", "jessica diaz", "daniel moore", "nicole wells", "kimberly cohen", "sheri shaw", "brian nelson", "margaret vega", "alyssa houston", "joseph mckenzie", "dennis anderson", "mitchell rasmussen", "jennifer chandler", "melissa mclaughlin", "charles myers", "sheryl lozano", "angela lewis", "kyle morgan", "jacob crawford", "samantha hendrix", "elizabeth williams", "courtney olsen", "michelle snyder", "betty garcia", "theodore morales", "logan howard", "erin morton", "john ball", "david larsen", "matthew lucero", "jeremiah silva", "carol hernandez", "mary hahn", "roberto smith", "amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "chad hunt", "melissa anderson", "jason wilson", "andrew hood", "kristie torres", "rachel kelley", "stacey webster", "elaine peterson", "wayne berry", "peggy brooks", "christopher willis", "michael stone", "lisa moore", "teresa green", "austin fitzgerald", "jessica day", "david compton", "kevin woods", "bryan petersen", "mark sanchez", "amanda smith", "juan ross", "pamela douglas", "monique johnson", "frank orozco", "christopher roy", "michael clements", "rick roll", "russell philby", "sharon", "tracy", "hank", "abe rudder", "otto", "ronen", "kathy", "daniel", "alex", "zachary", "amy", "paul", "amanda", "diane", "joel", "wendy", "sydney", "lisa", "robert", "taylor", "joshua", "andrea", "nicole", "jill", "cassandra", "heather", "scott", "donna", "jason", "julie", "mark", "david", "meghan", "blake", "natalie", "marilyn", "jacob", "randall", "william", "anita", "katherine", "courtney", "eugene", "ed", "felicia", "tiffany", "tyler", "melissa", "alan", "jeanette", "kaitlyn", "sue", "patricia", "bryan", "tammy", "chase", "madison", "leon", "wanda", "micheal", "carol", "shawn", "jessica", "melvin", "deanna", "lindsey", "mary", "beth", "frank", "christina", "martha", "brian", "cristina", "john", "kylie", "joanna", "elizabeth", "angela", "james", "megan", "desiree", "teresa", "richard", "danny", "kimberly", "breanna", "joseph", "laura", "benjamin", "anthony", "thomas", "aaron", "deborah", "linda", "jeremiah", "michael", "ann", "sandra", "curtis", "kristen", "randy", "karen", "eric", "alexa", "corey", "erin", "clayton", "jenna", "jamie", "shelby", "michele", "katie", "marco", "kathleen", "andre", "tara", "rebecca", "melanie", "cynthia", "leslie", "michelle", "brenda", "susan", "stacey", "gabriel", "cheryl", "matthew", "kevin", "carmen", "emily", "tristan", "christopher", "jermaine", "nicholas", "willie", "rachel", "pamela", "jay", "crystal", "dustin", "bethany", "collin", "hailey", "maria", "charles", "ryan", "connor", "amber", "timothy", "chad", "alyssa", "jodi", "robin", "toni", "rachael", "krista", "brandon", "priscilla", "theresa", "karl", "dennis", "kerri", "sarah", "leah", "tracey", "paula", "danielle", "todd", "louis", "jerry", "ashley", "bradley", "ruben", "luis", "nathan", "kelly", "caitlyn", "alison", "jasmine", "juan", "tonya", "johnathan", "victoria", "raven", "russell", "tina", "sherry", "ronald", "lucas", "vicki", "colin", "briana", "anne", "erika", "jennifer", "monica", "christy", "austin", "alexander", "johnny", "erik", "jared", "dana", "katrina", "lynn", "stacy", "jose", "willis", "shannon", "melinda", "andrew", "kristi", "sara", "roy", "pedro", "edwin", "yvette", "samantha", "monique", "joy", "natasha", "lori", "chris", "maureen", "shane", "virginia", "edward", "haley", "darrell", "bruce", "dominic", "margaret", "ethan", "albert", "janet", "samuel", "kathryn", "sean", "olivia", "casey", "stephen", "victor", "dylan", "paige", "brooke", "holly", "tanya", "annette", "larry", "carrie", "vickie", "gloria", "tamara", "diana", "destiny", "anna", "sonya", "nancy", "stanley", "mason", "carolyn", "roberta", "raymond", "kaitlin", "veronica", "ashlee", "kenneth", "marissa", "derek", "molly", "jeffrey", "lance", "mikayla", "jerome", "vanessa", "george", "suzanne", "alicia", "antonio", "oscar", "simon", "fields", "patrick", "nina", "logan", "barnes", "mitchell", "cox", "koch", "lee", "krystal", "moran", "shepherd", "phillip", "suarez", "moses", "yoder", "bonilla", "king", "lewis", "jeremy", "carlos", "berry", "tucker", "blevins", "clarke", "marcus", "daugherty", "dean", "kristina", "guerra", "conley", "weeks", "yang", "castro", "cunningham", "padilla", "nicholson", "edwards", "evans", "hunt", "huang", "mullins", "gray", "newman", "morris", "mcdowell", "webb", "gibson", "salinas", "schroeder", "hubbard", "york", "jennings", "carter", "meadows", "harris", "guzman", "singh", "sullivan", "greene", "palmer", "vasquez", "mejia", "riggs", "shaffer", "otto", "ronen", "john", "charles", "ed", "tony", "colin", "carol", "scott", "bethany", "taylor", "luis", "jerry", "ryan", "katherine", "julie", "jonathan", "diane", "jennifer", "natalie", "juan", "melissa", "david", "michael", "joel", "donna", "rachael", "andrea", "leslie", "katie", "caitlyn", "jill", "hailey", "blake", "timothy", "eric", "sherry", "joseph", "jessica", "ronald", "johnathan", "susan", "mary", "william", "wanda", "robert", "erin", "breanna", "christopher", "richard", "joshua", "rebecca", "marilyn", "courtney", "kristen", "jeremy", "shelby", "amanda", "danielle", "melanie", "deborah", "pamela", "danny", "catherine", "clayton", "lindsey", "heather", "frank", "felicia", "kevin", "kathleen", "linda", "sue", "michele", "anthony", "curtis", "kathy", "rachel", "sarah", "cheryl", "james", "thomas", "marcus", "elizabeth", 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"A2_main.db:contact.lastoffplatformsharedestination", "A2_main.db:'contact.lastoffplatformsharedestination'", "A2_main.db:combinedusername.originalusername", "A2_main.db:'combinedusername.originalusername'", "A2_main.db:combinedusername.mutableusername", "A2_main.db:'combinedusername.mutableusername'", "A2_main.db:combinedusername.encodedusername", "A2_main.db:'combinedusername.encodedusername'", "A2_main.db:feed.specifiedname", "A2_main.db:'feed.specifiedname'", "A2_main.db:feed.participantstring", "A2_main.db:'feed.participantstring'", "A2_main.db:feed.fitscreenparticipantstring", "A2_main.db:'feed.fitscreenparticipantstring'", "A2_main.db:feed.lastwriter", "A2_main.db:'feed.lastwriter'", "A2_main.db:friend.username", "A2_main.db:'friend.username'", "A2_main.db:friend.displayname", "A2_main.db:'friend.displayname'", "A2_main.db:friend.serverdisplayname", "A2_main.db:'friend.serverdisplayname'", "A2_main.db:friend.userid", "A2_main.db:'friend.userid'", "A2_main.db:friendwhoaddedme.userid", "A2_main.db:'friendwhoaddedme.userid'", "A2_main.db:billboardstrings.stringkey", "A2_main.db:'billboardstrings.stringkey'", "A2_main.db:billboardstrings.message", "A2_main.db:'billboardstrings.message'", "A2_main.db:legalagreementstrings.stringkey", "A2_main.db:'legalagreementstrings.stringkey'", "A2_main.db:legalagreementstrings.message", "A2_main.db:'legalagreementstrings.message'", "A2_main.db:postablestory.storyid", "A2_main.db:'postablestory.storyid'", "A2_main.db:postablestory.customtitle", "A2_main.db:'postablestory.customtitle'", "A2_main.db:story.storyid", "A2_main.db:'story.storyid'", "A2_main.db:story.username", "A2_main.db:'story.username'", "A2_main.db:story.displayname", "A2_main.db:'story.displayname'", "A2_main.db:story.profiledescription", "A2_main.db:'story.profiledescription'", "A2_main.db:storysnap.username", "A2_main.db:'storysnap.username'", "A2_main.db:storysnap.displayname", "A2_main.db:'storysnap.displayname'", "A2_main.db:storysnap.sponsordisplayname", "A2_main.db:'storysnap.sponsordisplayname'", "A2_main.db:suggestedfriend.suggestionreason", "A2_main.db:'suggestedfriend.suggestionreason'", "A2_main.db:topsuggestedfriendv2.suggestionreason", "A2_main.db:'topsuggestedfriendv2.suggestionreason'", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "A5_SBrowser2.db:bookmarks.title", "A5_SBrowser2.db:bookmarks.tags", "A5_SBrowser2.db:bookmarks.account_name", "A5_SBrowser2.db:bookmarks.device_name", "A5_SBrowser2.db:bookmarks.keyword", "A5_SBrowser2.db:bookmarks.description", "A5_SBrowser.db:bookmarks.title", "A5_SBrowser.db:bookmarks.tags", "A5_SBrowser.db:bookmarks.account_name", "A5_SBrowser.db:bookmarks.device_name", "A5_SBrowser.db:bookmarks.keyword", "A5_SBrowser.db:bookmarks.description", "A5_SBrowser.db:tabs.account_name", "A5_SBrowser.db:tabs.tab_title", 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"I1_ContactsV2.sqlite:zwaaddressbookcontact.zfullname", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zgivenname", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zhighlightedname", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zlastname", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zbusinessname", "I2_AddressBook.sqlitedb:abperson.first", "I2_AddressBook.sqlitedb:abperson.middle", "I2_AddressBook.sqlitedb:abperson.last", "I2_AddressBook.sqlitedb:abperson.nickname", "I2_AddressBook.sqlitedb:abperson.prefix", "I2_AddressBook.sqlitedb:abperson.suffix", "I2_AddressBook.sqlitedb:abperson.displayname", "I2_AddressBook.sqlitedb:abperson.compositenamefallback", "I2_AddressBook.sqlitedb:abperson.organization", "I2_AddressBook.sqlitedb:abperson.department", "I2_AddressBook.sqlitedb:abperson.jobtitle", "I2_AddressBook.sqlitedb:abperson.note", "I2_AddressBook.sqlitedb:abgroup.name", "I2_AddressBook.sqlitedb:abmultivalue.value", "I2_AddressBook.sqlitedb:abmultivaluelabel.value", "I3_sms.db:chat.display_name", "I3_sms.db:chat.chat_identifier", "I3_sms.db:chat.account_login", "I3_sms.db:chat.last_addressed_handle", "I3_sms.db:handle.id", "I3_sms.db:handle.uncanonicalized_id", "I3_sms.db:message.text", "I3_sms.db:message.subject", "I3_sms.db:message.cache_roomnames", "I5_Calendar.sqlitedb:calendar.title", "I5_Calendar.sqlitedb:calendar.shared_owner_name", "I5_Calendar.sqlitedb:calendar.shared_owner_address", "I5_Calendar.sqlitedb:calendar.self_identity_id", "I5_Calendar.sqlitedb:calendar.self_identity_email", "I5_Calendar.sqlitedb:calendar.self_identity_phone_number", "I5_Calendar.sqlitedb:calendar.owner_identity_id", "I5_Calendar.sqlitedb:calendar.owner_identity_email", "I5_Calendar.sqlitedb:calendar.owner_identity_phone_number", "I5_Calendar.sqlitedb:calendar.notes", "I5_Calendar.sqlitedb:calendar.last_sync_title", "I5_Calendar.sqlitedb:calendaritem.summary", "I5_Calendar.sqlitedb:calendaritem.description", "I5_Calendar.sqlitedb:calendaritem.response_comment", "I5_Calendar.sqlitedb:calendaritem.last_synced_response_comment", "I5_Calendar.sqlitedb:calendaritem.url", "I5_Calendar.sqlitedb:calendaritem.conference_url", "I5_Calendar.sqlitedb:calendaritem.contact_identifier", "I5_Calendar.sqlitedb:calendaritem.contact_name", "I5_Calendar.sqlitedb:calendaritem.creator_identity", "I5_Calendar.sqlitedb:calendaritem.creator_team_identity", "I5_Calendar.sqlitedb:calendaritem.special_day", "I5_Calendar.sqlitedb:category.name", "I5_Calendar.sqlitedb:clientcursor.client_identifier", "I5_Calendar.sqlitedb:clientsequence.client_identifier", "I5_Calendar.sqlitedb:identity.display_name", "I5_Calendar.sqlitedb:identity.address", "I5_Calendar.sqlitedb:identity.first_name", "I5_Calendar.sqlitedb:identity.last_name", "I5_Calendar.sqlitedb:store.name", "I5_Calendar.sqlitedb:store.notes", "I5_Calendar.sqlitedb:store.owner_name", "I5_Calendar.sqlitedb:_sqlitedatabaseproperties.key", "I5_Calendar.sqlitedb:_sqlitedatabaseproperties.value"], "Num_of_source_columns": 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"A2_main.db:opscamerapreviewstate.uistate", "A2_main.db:'opscamerapreviewstate.uistate'", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value"], "Num_of_source_columns": 116} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce_20260127T175911Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A1_commerce_20260211T022802Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce_20260127T175911Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A1_commerce_20260211T022802Z.jsonl diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A1_msgstore_20260211T024003Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A1_msgstore_20260211T024003Z.jsonl new file mode 100644 index 0000000..e9c4035 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A1_msgstore_20260211T024003Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "USERNAME", "PII": ["status", "lid_me", "status_me"], "Num_of_PII": 3, "source_columns": ["jid.user", "jid.raw_string", "chat.subject", "message_text.description", "message_text.page_title", "message_text.url", "message_text.counter_abuse_token"], "Num_of_source_columns": 7} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PERSON_NAME", "PII": ["mary garcia", "jim anderson", "professor jim", "mr. jim", "ms. mary", "mr. wilson", "abe", "matt", "gary gensler", "jerome powell", "benjamin melman", "cathy wood", "harvey jones", "michael saylor", 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"billboardstrings.stringkey", "'billboardstrings.stringkey'", "billboardstrings.message", "'billboardstrings.message'", "legalagreementstrings.stringkey", "'legalagreementstrings.stringkey'", "legalagreementstrings.message", "'legalagreementstrings.message'", "postablestory.storyid", "'postablestory.storyid'", "postablestory.customtitle", "'postablestory.customtitle'", "story.storyid", "'story.storyid'", "story.username", "'story.username'", "story.displayname", "'story.displayname'", "story.profiledescription", "'story.profiledescription'", "storysnap.username", "'storysnap.username'", "storysnap.displayname", "'storysnap.displayname'", "storysnap.sponsordisplayname", "'storysnap.sponsordisplayname'", "suggestedfriend.suggestionreason", "'suggestedfriend.suggestionreason'", "topsuggestedfriendv2.suggestionreason", "'topsuggestedfriendv2.suggestionreason'"], "Num_of_source_columns": 58} +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4_20260127T180745Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account1cache4_20260211T023627Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4_20260127T180745Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account1cache4_20260211T023627Z.jsonl diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4_20260127T180821Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account2cache4_20260211T023643Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4_20260127T180821Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account2cache4_20260211T023643Z.jsonl diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4_20260127T180857Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account3cache4_20260211T023659Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4_20260127T180857Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A3_account3cache4_20260211T023659Z.jsonl diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces_20260127T180935Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_gmm_myplaces_20260211T025539Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces_20260127T180935Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_gmm_myplaces_20260211T025539Z.jsonl diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage_20260127T181014Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_gmm_storage_20260211T025558Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage_20260127T181014Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_gmm_storage_20260211T025558Z.jsonl diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260211T025625Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260211T025625Z.jsonl new file mode 100644 index 0000000..5475dbe --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260211T025625Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "EMAIL", "PII": ["heather@cellebrite.com", "hmahalik@gmail.com"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PHONE", "PII": ["7423794330"], "Num_of_PII": 1, "source_columns": ["tokens_content.c1value"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "USERNAME", "PII": ["heather", "hmahalik"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PERSON_NAME", "PII": ["heather", "bo"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2_20260127T181345Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser2_20260211T025812Z.jsonl similarity index 74% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2_20260127T181345Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser2_20260211T025812Z.jsonl index a372200..e8af0e7 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2_20260127T181345Z.jsonl +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser2_20260211T025812Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} {"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} {"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "PERSON_NAME", "PII": ["sharon"], "Num_of_PII": 1, "source_columns": ["bookmarks.title", "bookmarks.tags", "bookmarks.account_name", "bookmarks.device_name", "bookmarks.keyword", "bookmarks.description"], "Num_of_source_columns": 6} {"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser_20260211T025741Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser_20260211T025741Z.jsonl new file mode 100644 index 0000000..3d44e63 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_SBrowser_20260211T025741Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "EMAIL", "PII": ["sharononeil368@gmail.com"], "Num_of_PII": 1, "source_columns": ["bookmarks.url", "bookmarks.surl", "bookmarks.title", "bookmarks.tags", "bookmarks.sourceid", "bookmarks.account_name", "bookmarks.account_type", "bookmarks.device_id", "bookmarks.device_name", "bookmarks.sync1", "bookmarks.sync2", "bookmarks.sync3", "bookmarks.sync4", "bookmarks.sync5", "bookmarks.keyword", "bookmarks.description", "bookmarks.guid", "sync_state.account_name", "sync_state.account_type", "sync_state.data", "tabs.tab_url", "tabs.tab_title", "tabs.account_name", "tabs.account_type", "tabs.sync1", "tabs.sync2", "tabs.sync3", "tabs.sync4", "tabs.sync5", "tabs.device_name", "tabs.device_id", "tabs.device_type", "tabs.client_guid", "tabs.history", "tabs.favicon", "tabs.tab_usage", "tabs.tab_group_name"], "Num_of_source_columns": 37} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PERSON_NAME", "PII": ["sharon o'neil", "sharon"], "Num_of_PII": 2, "source_columns": ["bookmarks.title", "bookmarks.tags", "bookmarks.account_name", "bookmarks.device_name", "bookmarks.keyword", "bookmarks.description", "tabs.account_name", "tabs.tab_title", "tabs.device_name", "tabs.tab_group_name"], "Num_of_source_columns": 10} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine_20260127T181446Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_searchengine_20260211T025835Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine_20260127T181446Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_A5_searchengine_20260211T025835Z.jsonl diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory_20260127T181557Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_CallHistory_20260211T025226Z.jsonl similarity index 56% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory_20260127T181557Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_CallHistory_20260211T025226Z.jsonl index 908e4c3..3475225 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory_20260127T181557Z.jsonl +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_CallHistory_20260211T025226Z.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaggregatecallevent.zlinktoken", "zwacdcallevent.zcallidstring", "zwacdcallevent.zgroupcallcreatoruserjidstring", "zwacdcallevent.zgroupjidstring", "zwacdcalleventparticipant.zjidstring"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": ["zwacdcallevent.zcallidstring", "zwacdcalleventparticipant.zjidstring", "zwaaggregatecallevent.zlinktoken"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "PHONE", "PII": ["9735203731", "4847353029", "9199037779"], "Num_of_PII": 3, "source_columns": ["zwaaggregatecallevent.zlinktoken", "zwacdcallevent.zcallidstring", "zwacdcallevent.zgroupcallcreatoruserjidstring", "zwacdcallevent.zgroupjidstring", "zwacdcallevent.zscheduledid", "zwacdcalleventparticipant.zjidstring"], "Num_of_source_columns": 6} {"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} {"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} {"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ChatStorage_20260211T025417Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ChatStorage_20260211T025417Z.jsonl new file mode 100644 index 0000000..90f6660 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ChatStorage_20260211T025417Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PHONE", "PII": ["2484345508", "1971678670", "1201846697", "1202713209", "1203706983", "1214940093", "1224436196", "1262286547", "1304939557", "1315779050", "1329210838", "1334475192", "1341213345", "1346298524", "1346631169", "1386937021", "1406410636", "1423353884", "1424524593", "1425979629", "1440983872", "1443523052", "1443657333", "1475225173", "1484735302", "1507391856", "1507432918", "1509387979", "1513252325", "1516287992", "1540397794", "1562338897", "1570238327", "1571267978", "1585666327", "1608724264", "1614588736", "1626217400", "1661502844", "1662219135", "1716247706", "1757202662", "1762524347", "1762524348", "1762524355", "1763357105", "1781715367", "1785253308", "1814280888", "1816385272", "1817532867", "1829765983", "1831348174", "1835216100", "1845519029", "1850716754", "1856357126", "1862433832", "1864765701", "1919903777", "1931207050", "1936331007", "1971267495"], "Num_of_PII": 63, "source_columns": ["zwachatsession.zcontactidentifier", "zwachatsession.zcontactjid", "zwachatsession.zpartnername", "zwagroupmember.zcontactidentifier", "zwagroupmember.zcontactname", "zwagroupmember.zfirstname", "zwagroupmember.zmemberjid", "zwagroupmemberschange.zgroupjid", "zwagroupmemberschange.zmemberjids", "zwamediaitem.zauthorname", "zwamediaitem.zvcardname", "zwamediaitem.zvcardstring", "zwamessage.zfromjid", "zwamessage.zpushname", "zwamessage.ztext", "zwamessage.ztojid", "zwamessagedataitem.zchatjid", "zwamessagedataitem.zcontent1", "zwamessagedataitem.zcontent2", "zwamessagedataitem.zmatchedtext", "zwamessagedataitem.zsenderjid", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle", "zwagroupinfo.zcreatorjid", "zwagroupinfo.zownerjid", "zwagroupinfo.zsourcejid", "zwagroupinfo.zsubjectownerjid", "zwaprofilepictureitem.zjid", "zwaprofilepushname.zpushname", "zwaprofilepushname.zjid", "zwachatpushconfig.zjid"], "Num_of_source_columns": 31} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PERSON_NAME", "PII": ["chad hunt", "toni yu", "charles finley", "ronen engler", "john raynolds", "jonathan reyes", "johnny good", "russell philby", "abe rudder", "rick roll", "andy sieg", "lisena gocaj", "monica", "ernesto torres cantú", "n. gregory mankiw", "david bailey", "donald trump", "robert f. kennedy jr.", "vivek ramaswamy", "cynthia lummis", "jerome powell", "stephanie", "joe biden", "kamala harris", "matt gaetz", "mark cuban", "michael saylor", "christian", "sharon", "otto", "reynolds", "andy schweichert", "abner", "brian arseneau", "virginia benton", "howell", "yaliweisi", "jason", "sharon oneil", "job vizcarra", "robert elliott", "sultan", "emerick", "nia yuniar", "david wilson", "robechucks raul", "ella bella", "dick oscar", "charlie", "steven", "ameya joshi", "amiel williamson", "ashwin menon", "ajax edmiston", "eleazar lewden", "polly lucas", "lemuel glasgow", "bazel mcconnel", "william stevenson", "denice r allen", "leif fox", "william hopkins", "jonas bradley", "amit sharma", "finn", "colin dacopps"], "Num_of_PII": 66, "source_columns": ["zwachatsession.zpartnername", "zwachatsession.zcontactidentifier", "zwachatsession.zlastmessagetext", "zwachatsession.zsavedinput", "zwagroupmember.zcontactidentifier", "zwagroupmember.zcontactname", "zwagroupmember.zfirstname", "zwamediaitem.zauthorname", "zwamediaitem.zvcardname", "zwamessage.zpushname", "zwamessage.ztext", "zwamessagedataitem.zcontent1", "zwamessagedataitem.zcontent2", "zwamessagedataitem.zmatchedtext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 17} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": ["12503 e via de palmas, chandler, az", "8500 peña blvd, denver, co"], "Num_of_PII": 2, "source_columns": ["zwamessage.ztext", "zwamessagedataitem.zcontent1", "zwamessagedataitem.zcontent2", "zwamessagedataitem.zmatchedtext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle", "zwachatsession.zlastmessagetext"], "Num_of_source_columns": 7} diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ContactsV2_20260211T030947Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ContactsV2_20260211T030947Z.jsonl new file mode 100644 index 0000000..d313640 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I1_ContactsV2_20260211T030947Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "PERSON_NAME", "PII": ["otto matik", "ronen engler", "kathy fitzpatrick", "daniel white", "alex weber", "zachary powell", "amy chavez", "paul harris", "amanda parker", "diane simmons", "joel valenzuela", "wendy estrada", "sydney hall", "lisa ritter", "robert hutchinson", "taylor garrett", "joshua cole", "andrea smith", "nicole obrien", "jill carr", "cassandra barber", "heather baker", "scott jacobs", "donna bautista", "jason sanders", "cassandra dickerson", "julie hodges", "mark simmons", "david donaldson", "meghan jarvis", "blake goodwin", "natalie lindsey", "joshua mcdonald", "marilyn jones", "jacob taylor", "robert mccarthy", "randall taylor", "eric benson", "william cunningham", "catherine powers", "charles waller", "robert campbell", "anita morris", "jeremy armstrong", "katherine davis", "sarah lynch", "courtney james", "eugene farmer", "william acosta", "tony mederos", "marcus moore", "ed venture", "felicia berg", "tiffany rocha", "jennifer ibarra", "tyler ayala", "melissa diaz", "alan clay", "jeanette nunez", "kaitlyn anderson", "sue wilson", "david stanley", "patricia young", "bryan cox", "charles parker", "jeremy henderson", "tammy rowe", "chase collins", "julie barnes", "madison hill", "daniel richardson", "leon gallegos", "wanda ramirez", "micheal fischer", "carol johnson", "shawn barnes", "daniel lang", "jessica herring", "melvin estrada", "deanna roberts", "lindsey campbell", "mary khan", "beth chavez", "jennifer casey", "frank flores", "christina gonzales", "eric gardner", "alexandria gilbert", "charles anderson", "martha watson", "brian cross", "cristina camacho", "john guerrero", "kylie bradley", "william wang", "jennifer anderson", "taylor brock", "joanna howell", "elizabeth smith", "felicia lee", "heather martinez", "angela vazquez", "james lopez", "megan cardenas", "jonathan hernandez", "scott dunlap", "desiree gibson", "teresa cain", "jacob jones", "richard petersen", "jessica morris", "jonathan carr", "danny lowe", "david rodriguez", "kimberly christensen", "robert jordan", "breanna pittman", "joseph morris", "laura ross", "benjamin mendoza", "andrea bridges", "anthony becker", "thomas warner", "aaron williams", "deborah lee", "linda hickman", "frank thomas", "jeremiah washington", "michael castro", "ann snow", "sandra smith", "amanda rios", "curtis schaefer", "michael thomas", "kristen burns", "jennifer davis", "james mclaughlin", "randy pierce", "karen morris", "eric henry", "alexa mcdonald", "william franklin", "james gardner", "katherine carroll", "corey stafford", "erin molina", "clayton young", "thomas warren", "richard schultz", "jenna walsh", "david macdonald", "john parrish", "jamie orozco", "thomas hebert", "mary jones", "shelby tyler", "michele george", "laura baker", "susan hernandez", "katie fritz", "marco anderson", "jason cordova", "kathleen hughes", "andre riley", "tara cameron", "rebecca keith", "robert malone", "melissa sanchez", "melanie macias", "cynthia ramos", "leslie gonzales", "michelle hill", "brenda ashley", "joseph rodriguez", "susan mathis", "diane smith", "tara dennis", "stacey robinson", "kathleen randall", "gabriel lewis", "cheryl kennedy", "john jacobs", "matthew watson", "rebecca rush", "kevin patel", "carmen stephens", "emily coleman", "leslie henry", "andrea aguirre", "tristan diaz", "joshua miller", "bryan taylor", "eric meyer", "christopher gentry", "matthew caldwell", "jermaine padilla", "sarah johnson", "tiffany howard", "nicholas rodriguez", "jason nelson", "joshua schneider", "elizabeth white", "michael holmes", "michael franklin", "willie fleming", "rachel higgins", "jessica lopez", "john taylor", "rebecca arellano", "michael rosales", "pamela wong", "jay riley", "daniel martinez", "crystal potter", "dustin preston", "andrea cooper", "bethany thomas", "joshua nelson", "robert collins", "collin fry", "hailey dalton", "emily sanford", "susan cuevas", "rachel holloway", "kathleen booker", "jessica rose", "mary rice", "maria morris", "john raynolds", "charles finley", "zachary brady", "ryan welch", "michael welch", "connor sandoval", "amber adkins", "timothy castro", "laura wilson", "chad brown", "alyssa hopkins", "cheryl sutton", "jodi serrano", "robin monroe", "toni yu", "jamie jones", "rachael hernandez", "jason patel", "kevin fry", "krista hicks", "brandon rivera", "priscilla willis", "nicholas reid", "jill williams", "nicole hunt", "amanda sanchez", "cynthia mendoza", "crystal james", "theresa knox", "david clark", "curtis sherman", "nicholas mitchell", "karl mccullough", "dennis morrison", "hailey gonzalez", "rachel singh", "william crane", "julie lee", "kerri butler", "mark barber", "sarah morgan", "emily thornton", "brian hernandez", "leah anderson", "tracey richards", "paula salas", "danielle williams", "sarah reid", "nicole boyd", "michelle barton", "timothy gonzalez", "joshua luna", "joanna joseph", "todd merritt", "louis chavez", "jerry gordon", "jill sherman", "ashley martinez", "deborah payne", "bradley moore", "susan smith", "robert turner", "james patton", "donna jackson", "brenda long", "teresa dillon", "laura riley", "beth ward", "michael west", "brian barr", "ruben munoz", "luis mejia", "nathan cole", "cynthia green", "lisa meyers", "kelly miller", "richard butler", "heather luna", "caitlyn smith", "kimberly smith", "frank cordova", "heather harvey", "michelle weaver", "joseph horn", "sarah camacho", "jacob johnson", "alison davidson", "jasmine white", "juan mccormick", "ryan poole", "tonya brady", "robert blair", "joseph white", "daniel young", "john wood", "johnathan johnson", "nicole murphy", "timothy martin", "victoria martin", "raven parrish", "russell watson", "michael fisher", "tina kaufman", "sherry flynn", "ronald davis", "scott davenport", "david peters", "lucas baker", "ruben smith", "daniel henderson", "cynthia mccann", "david martin", "lindsey andrews", "vicki yates", "natalie harrell", "colin dacopps", "anthony baker", "joshua rivera", "jessica carr", "briana carey", "anne bailey", "erika hall", "jennifer moreno", "monica simmons", "kevin jackson", "christopher taylor", "christy reyes", "austin contreras", "kevin scott", "anthony gonzalez", "alexander moore", "heather cantrell", "anthony ferguson", "laura hampton", "robert kane", "johnny hart", "erik brady", "jonathan sanchez", "jared sheppard", "nathan guerrero", "dana lynn", "katrina weaver", "thomas price", "tara walsh", "lynn reed", "brenda ferrell", "stacy hunter", "jose lopez", "john willis", "pamela richard", "taylor cameron", "david wu", "megan ballard", "shannon burns", "jennifer schneider", "melinda zhang", "cassandra sims", "robin peters", "andrew fox", "kristi diaz", "sara henry", "roy holden", "pedro faulkner", "edwin cantrell", "james walls", "yvette padilla", "michael snow", "christopher williams", "samantha grant", "lisa jones", "ashley whitehead", "david carson", "kevin todd", "thomas young", "mark rosales", "bryan johnson", "amanda miller", "juan hernandez", "todd ryan", "monique davis", "heather watson", "michael cisneros", "christopher stephens", "tammy walker", "heather campbell", "laura dean", "anthony dixon", "priscilla williams", "erica hall", "joy scott", "sarah jones", "natasha clements", "cynthia snow", "katherine jones", "lori williams", "chris rodriguez", "brandon wilkerson", "david watson", "maureen nichols", "shane peterson", "jennifer wade", "melinda wilson", "cassandra davis", "robin jones", "karen hendrix", "virginia frazier", "edward hammond", "haley russell", "william williams", "michael rogers", "christopher torres", "ashley wells", "lisa harrison", "jerry bell", "darrell christensen", "kevin owen", "mark mueller", "bruce hahn", "dominic fuller", "margaret anderson", "amanda cole", "tina mcdonald", "monique harrison", "ethan stewart", "michael chen", "christopher howell", "albert mcmahon", "laura burns", "heather johnson", "anthony bennett", "erica cunningham", "janet rice", "tiffany zavala", "samuel navarro", "cynthia morse", "kathryn galvan", "lori turner", "brandon ward", "john moore", "david taylor", "sean williams", "olivia hanson", "casey brown", "robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "johnny good", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew hutchinson", "sarah santos", "jeremy weeks", "mark garcia", "brianna campbell", "diana byrd", "melanie phillips", "donald black", "timothy miller", "destiny hobbs", "patricia owens", "jay mendoza", "michael brennan", "christopher nguyen", "alex jones", "anna patterson", "larry ali", "eric jimenez", "robert jones", "sonya howard", "nancy wise", "curtis reyes", "joshua oneal", "stanley white", "jeremiah little", "lori james", "brandon garza", "robin smith", "tanya nielsen", "sean chan", "david ramsey", "robert benson", "rhonda davis", "jill pacheco", "mason garrett", "carolyn white", "roberta blankenship", "raymond sanchez", "kaitlin porter", "amber snyder", "veronica reed", "samantha hill", "dustin ramirez", "gloria duncan", "tamara reilly", "jennifer harrington", "michael miller", "christina gardner", "joseph mcguire", "ashlee day", "lisa cooke", "daniel stevenson", "kenneth ruiz", "sarah pierce", "marissa farley", "brian stewart", "derek johnson", "alyssa williams", "joshua ayala", "molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "jonathan reyes", "eric curtis", "jacob hall", "joshua henry", "craig huff", "michelle stevens", "alison vasquez", "jeffrey mejia", "bradley riggs", "logan shaffer", "john barnes", "david mitchell", "megan richards", "norman clark", "carol smith", "amy brown", "justin parker", "dustin garrett", "tyler turner", "gary wiggins", "susan pratt", "jeffrey medina", "christine swanson", "michael mcdaniel", "leah wang", "anthony silva", "jessica diaz", "daniel moore", "nicole wells", "kimberly cohen", "sheri shaw", "brian nelson", "margaret vega", "alyssa houston", "joseph mckenzie", "dennis anderson", "mitchell rasmussen", "jennifer chandler", "melissa mclaughlin", "charles myers", "sheryl lozano", "angela lewis", "kyle morgan", "jacob crawford", "samantha hendrix", "elizabeth williams", "courtney olsen", "michelle snyder", "betty garcia", "theodore morales", "logan howard", "erin morton", "john ball", "david larsen", "matthew lucero", "jeremiah silva", "carol hernandez", "mary hahn", "roberto smith", "amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "chad hunt", "melissa anderson", "jason wilson", "andrew hood", "kristie torres", "rachel kelley", "stacey webster", "elaine peterson", "wayne berry", "peggy brooks", "christopher willis", "michael stone", "lisa moore", "teresa green", "austin fitzgerald", "jessica day", "david compton", "kevin woods", "bryan petersen", "mark sanchez", "amanda smith", "juan ross", "pamela douglas", "monique johnson", "frank orozco", "christopher roy", "michael clements", "rick roll", "russell philby", "sharon", "tracy", "hank", "abe rudder", "otto", "ronen", "kathy", "daniel", "alex", "zachary", "amy", "paul", "amanda", "diane", "joel", "wendy", "sydney", "lisa", "robert", "taylor", "joshua", "andrea", "nicole", "jill", "cassandra", "heather", "scott", "donna", "jason", "julie", "mark", "david", "meghan", "blake", "natalie", "marilyn", "jacob", "randall", "william", "anita", "katherine", "courtney", "eugene", "ed", "felicia", "tiffany", "tyler", "melissa", "alan", "jeanette", "kaitlyn", "sue", "patricia", "bryan", "tammy", "chase", "madison", "leon", "wanda", "micheal", "carol", "shawn", "jessica", "melvin", "deanna", "lindsey", "mary", "beth", "frank", "christina", "martha", "brian", "cristina", "john", "kylie", "joanna", "elizabeth", "angela", "james", "megan", "desiree", "teresa", "richard", "danny", "kimberly", "breanna", "joseph", "laura", "benjamin", "anthony", "thomas", "aaron", "deborah", "linda", "jeremiah", "michael", "ann", "sandra", "curtis", "kristen", "randy", "karen", "eric", "alexa", "corey", "erin", "clayton", "jenna", "jamie", "shelby", "michele", "katie", "marco", "kathleen", "andre", "tara", "rebecca", "melanie", "cynthia", "leslie", "michelle", "brenda", "susan", "stacey", "gabriel", "cheryl", "matthew", "kevin", "carmen", "emily", "tristan", "christopher", "jermaine", "nicholas", "willie", "rachel", "pamela", "jay", "crystal", "dustin", "bethany", "collin", "hailey", "maria", "charles", "ryan", "connor", "amber", "timothy", "chad", "alyssa", "jodi", "robin", "toni", "rachael", "krista", "brandon", "priscilla", "theresa", "karl", "dennis", "kerri", "sarah", "leah", "tracey", "paula", "danielle", "todd", "louis", "jerry", "ashley", "bradley", "ruben", "luis", "nathan", "kelly", "caitlyn", "alison", "jasmine", "juan", "tonya", "johnathan", "victoria", "raven", "russell", "tina", "sherry", "ronald", "lucas", "vicki", "colin", "briana", "anne", "erika", "jennifer", "monica", "christy", "austin", "alexander", "johnny", "erik", "jared", "dana", "katrina", "lynn", "stacy", "jose", "willis", "shannon", "melinda", "andrew", "kristi", "sara", "roy", "pedro", "edwin", "yvette", "samantha", "monique", "joy", "natasha", "lori", "chris", "maureen", "shane", "virginia", "edward", "haley", "darrell", "bruce", "dominic", "margaret", "ethan", "albert", "janet", "samuel", "kathryn", "sean", "olivia", "casey", "stephen", "victor", "dylan", "paige", "brooke", "holly", "tanya", "annette", "larry", "carrie", "vickie", "gloria", "tamara", "diana", "destiny", "anna", "sonya", "nancy", "stanley", "mason", "carolyn", "roberta", "raymond", "kaitlin", "veronica", "ashlee", "kenneth", "marissa", "derek", "molly", "jeffrey", "lance", 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+{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages_20260127T183526Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I2_AddressBookImages_20260211T030157Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages_20260127T183526Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_I2_AddressBookImages_20260211T030157Z.jsonl diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I2_AddressBook_20260211T030143Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I2_AddressBook_20260211T030143Z.jsonl new file mode 100644 index 0000000..83b3eef --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I2_AddressBook_20260211T030143Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", 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"donaldson", "merritt", "lynch", "barton", "stafford", "meyers", "padilla", "davidson", "caldwell", "preston", "payne", "peters", "hicks", "cox", "gibson", "clark", "blair", "malone", "washington", "fleming", "stephens", "dickerson", "patton", "booker", "lopez", "parker", "contreras", "yu", "waller", "kennedy", "ibarra", "sandoval", "mccullough", "mccann", "coleman", "crane", "salas", "howell", "kaufman", "serrano", "knox", "gilbert", "patel", "carroll", "aguirre", "obrien", "wang", "fox", "king", "meadows", "daniels", "mueller", "porter", "blevins", "walls", "evans", "reynolds", "reed", "jacobson", "walker", "rich", "kane", "mora", "rubio", "oconnor", "lucero", "robertson", "savage", "crawford", "lozano", "price", "mcclain", "compton", "peterson", "clarke", "winters", "little", "sheppard", "owens", "noble", "marsh", "fitzgerald", "wiggins", "lloyd", "wright", "garcia", "melendez", "phillips", "kelley", "stevens", "ellis", "snyder", "crosby", "olsen", "mcbride", "santiago", "shepherd", "zavala", "houston", "leblanc", "lawson", "huff", "osborn", "edwards", "shaw", "potts", "hampton", "hendrix", "faulkner", "bush", "pratt", "nichols", "fuller", "guerra", "hanson", "ray", "wells", "carter", "nielsen", "levy", "farley", "stanton", "walton", "bonilla", "hart", "berry", "erickson", "farrell", "marquez", "guzman", "boyer", "hahn", "daugherty", "palmer", "williamson", "holden", "salinas", "hansen", "cisneros", "zhang", "tucker", "graham", "wilcox", "gray", "brooks", "walters", "wu", "shaffer", "santos", "fletcher", "mills", "gould", "mcdaniel", "downs", "olson", "fields", "huang", "wolf", "mack", "copeland", "whitehead", "chan", "stone", "jimenez", "hardin", "ferguson", "newton", "webster", "chandler", "bennett", "soto", "morse", "riggs", "pacheco", "mcguire", "day", "donovan", "chung", "kerr", "schroeder", "simon", "black", "moran", "cohen", "yoder", "ramsey", "garza", "blankenship", "reese", "mcmahon", "li", "oneal", "ball", "cooke", "johnston", "mcdowell", "hubbard", "bell", "carson", "glass", "galvan", "hester", "moon", "freeman", "chen", "bentley", "weeks", "archer", "stevenson", "duncan", "sims", "garner", "ho", "lester", "ali", "neal", "conley", "hammond", "wilkerson", "roll", "philby"], "Num_of_PII": 733, "source_columns": ["abperson.first", "abperson.middle", "abperson.last", "abperson.nickname", "abperson.prefix", "abperson.suffix", "abperson.displayname", "abperson.compositenamefallback", "abperson.organization", "abperson.department", "abperson.jobtitle", "abperson.note", "abgroup.name", "abmultivalue.value", "abmultivaluelabel.value"], "Num_of_source_columns": 15} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I3_sms_20260211T030251Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I3_sms_20260211T030251Z.jsonl new file mode 100644 index 0000000..afdd232 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I3_sms_20260211T030251Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "EMAIL", "PII": ["aniulka616@hotmail.com", "josephphw3r5@outlook.com", "jreynoldscbdemo+this.is.secret@gmail.com", "jthskp131699@icloud.com", "sousiezorjrc@outlook.com", "sweeneyfrank594@gmail.com", "ottomatik1234@gmail.com"], "Num_of_PII": 7, "source_columns": ["handle.id", "handle.uncanonicalized_id", "chat.account_id", "chat.chat_identifier", "chat.account_login", "chat.last_addressed_handle", "chat.display_name", "chat.cloudkit_record_id", "attachment.filename", "attachment.transfer_name", "attachment.guid", "attachment.original_guid", "chat.guid", "chat.room_name", "chat.group_id", "chat.engram_id", "chat.server_change_token", "chat.original_group_id", "message.text", "message.service_center", "message.subject", "message.service", "message.account", "message.account_guid", "message.guid", "message.associated_message_guid", "message.balloon_bundle_id", "message.expressive_send_style_id", "message.ck_record_id", "message.ck_record_change_tag", "message.destination_caller_id", "message.reply_to_guid", "message.thread_originator_guid", "message.thread_originator_part", "message.syndication_ranges", "message.synced_syndication_ranges", "message.bia_reference_id", "message.fallback_hash"], "Num_of_source_columns": 38} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PERSON_NAME", "PII": ["anya", "william", "eddie", "otto", "tracy", "dimitra", "anna", "joe church", "sharon oneil", "ella rutman doligo", "ed venture", "ron serber", "ronen engler", "abe"], "Num_of_PII": 14, "source_columns": ["chat.display_name", "chat.chat_identifier", "chat.account_login", "chat.last_addressed_handle", "handle.id", "handle.uncanonicalized_id", "message.text", "message.subject", "message.cache_roomnames"], "Num_of_source_columns": 9} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs_20260127T183643Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I4_CloudTabs_20260211T030321Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs_20260127T183643Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_I4_CloudTabs_20260211T030321Z.jsonl diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I4_History_20260211T030358Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I4_History_20260211T030358Z.jsonl new file mode 100644 index 0000000..3db5d65 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I4_History_20260211T030358Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I5_Calendar_20260211T030514Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I5_Calendar_20260211T030514Z.jsonl new file mode 100644 index 0000000..3eadfb1 --- /dev/null +++ b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I5_Calendar_20260211T030514Z.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "EMAIL", "PII": ["ottomatik1234@gmail.com"], "Num_of_PII": 1, "source_columns": ["alarm.email_address", "calendar.shared_owner_address", "calendar.self_identity_email", "calendar.owner_identity_email", "identity.address"], "Num_of_source_columns": 5} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PERSON_NAME", "PII": ["otto matik"], "Num_of_PII": 1, "source_columns": ["calendar.title", "calendar.shared_owner_name", "calendar.shared_owner_address", "calendar.self_identity_id", "calendar.self_identity_email", "calendar.self_identity_phone_number", "calendar.owner_identity_id", "calendar.owner_identity_email", "calendar.owner_identity_phone_number", "calendar.notes", "calendar.last_sync_title", "calendaritem.summary", "calendaritem.description", "calendaritem.response_comment", "calendaritem.last_synced_response_comment", "calendaritem.url", "calendaritem.conference_url", "calendaritem.contact_identifier", "calendaritem.contact_name", "calendaritem.creator_identity", "calendaritem.creator_team_identity", "calendaritem.special_day", "category.name", "clientcursor.client_identifier", "clientsequence.client_identifier", "identity.display_name", "identity.address", "identity.first_name", "identity.last_name", "store.name", "store.notes", "store.owner_name", "_sqlitedatabaseproperties.key", "_sqlitedatabaseproperties.value"], "Num_of_source_columns": 34} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras_20260127T183857Z.jsonl b/RQs/normalized_PII_results/GPT-5.1/db_level/PII_I5_Extras_20260211T030537Z.jsonl similarity index 100% rename from RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras_20260127T183857Z.jsonl rename to RQs/normalized_PII_results/GPT-5.1/db_level/PII_I5_Extras_20260211T030537Z.jsonl diff --git a/RQs/normalized_PII_results/gpt4o/app_level/app_level.jsonl b/RQs/normalized_PII_results/gpt4o/app_level/app_level.jsonl index 7208f4e..1720acc 100644 --- a/RQs/normalized_PII_results/gpt4o/app_level/app_level.jsonl +++ b/RQs/normalized_PII_results/gpt4o/app_level/app_level.jsonl @@ -1,11 +1,11 @@ {"db_path": "selectedDBs\\A1", "PII_type": "EMAIL", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} {"db_path": "selectedDBs\\A1", "PII_type": "PERSON_NAME", "PII_all": ["jim investment team", "professor jim", "jim anderson", "mary garcia", "benjamin", "lorie logan", "biden", "yellen", "ron desantis", "michael saylor", "cathy wood", "harvey jones", "gary gensler", "abbas al qattan", "jw verret", "svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "brian reynolds", "goldie kahn", "vladamir stravinsky", "mary garcia", "abe rudder", "russ philby"], "PII_unique": ["jim investment team", "professor jim", "jim anderson", "mary garcia", "benjamin", "lorie logan", "biden", "yellen", "ron desantis", "michael saylor", "cathy wood", "harvey jones", "gary gensler", "abbas al qattan", "jw verret", "svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "brian reynolds", "goldie kahn", "vladamir stravinsky", "abe rudder", "russ philby"], "Num_of_PII_all": 25, "Num_of_PII_unique": 24, "source_columns": ["A1_msgstore.db:chat.subject", "A1_msgstore.db:message.text_data", "A1_msgstore.db:message_text.description", "A1_msgstore.db:message_vcard.vcard", "A1_wa.db:wa_contacts.display_name", "A1_wa.db:wa_contacts.given_name", "A1_wa.db:wa_contacts.family_name", "A1_wa.db:wa_contacts.nickname", "A1_wa.db:wa_address_book.display_name", "A1_wa.db:wa_address_book.given_name", "A1_wa.db:wa_address_book.family_name", "A1_wa.db:wa_address_book.nickname", "A1_wa.db:wa_biz_profiles.business_description", "A1_wa.db:wa_biz_profiles.location_name"], "Num_of_source_columns": 14, "Num_of_source_columns_unique": 14} -{"db_path": "selectedDBs\\A1", "PII_type": "PHONE", "PII_all": ["2023133725", "9106995488", "14244990541", "14359905938", "16467602090", "13346095713", "17622338037", "19199037779", "8085096467", "5713349815", "16263678865", "16106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "18056377243", "2028177932", "2025692832", "9735203731", 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"5713298742", "8624338328", "8056377243", "2028177932", "2025692832", "9735203731", "7423794330"], "PII_unique": ["2023133725", "9106995488", "4244990541", "4359905938", "6467602090", "3346095713", "7622338037", "9199037779", "8085096467", "5713349815", "6263678865", "6106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "8056377243", "2028177932", "2025692832", "9735203731", "7423794330"], "Num_of_PII_all": 22, "Num_of_PII_unique": 22, "source_columns": ["A1_msgstore.db:message.text_data", "A1_msgstore.db:chat.subject", "A1_msgstore.db:call_log.call_id", "A1_msgstore.db:message_text.description", "A1_wa.db:wa_address_book.number", "A1_wa.db:wa_contacts.number"], "Num_of_source_columns": 6, "Num_of_source_columns_unique": 6} {"db_path": "selectedDBs\\A1", "PII_type": "POSTAL_ADDRESS", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} {"db_path": 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"Num_of_source_columns_unique": 14} {"db_path": "selectedDBs\\A2", "PII_type": "POSTAL_ADDRESS", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} {"db_path": "selectedDBs\\A2", "PII_type": "USERNAME", "PII_all": ["oneil3607", "sharononeil368", "no_skin_tone", "static_image", "memories_and_camera_roll"], "PII_unique": ["oneil3607", "sharononeil368", "no_skin_tone", "static_image", "memories_and_camera_roll"], "Num_of_PII_all": 5, "Num_of_PII_unique": 5, "source_columns": ["A2_core.db:snapuserstore.textval", "A2_core.db:snapchatuserproperties.textval"], "Num_of_source_columns": 2, "Num_of_source_columns_unique": 2} {"db_path": "selectedDBs\\A3", "PII_type": "EMAIL", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} @@ -25,12 +25,12 @@ {"db_path": "selectedDBs\\A5", 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"Num_of_source_columns": 5, "Num_of_source_columns_unique": 5} {"db_path": "selectedDBs\\I2", "PII_type": "POSTAL_ADDRESS", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} {"db_path": "selectedDBs\\I2", "PII_type": "USERNAME", "PII_all": ["genericgpt"], "PII_unique": ["genericgpt"], "Num_of_PII_all": 1, "Num_of_PII_unique": 1, "source_columns": ["I2_AddressBook.sqlitedb:abaccount.accountidentifier", "I2_AddressBook.sqlitedb:abgroup.name", "I2_AddressBook.sqlitedb:abgroupchanges.externalidentifier", "I2_AddressBook.sqlitedb:abgroupmembers.member_id", "I2_AddressBook.sqlitedb:abmultivalue.value", "I2_AddressBook.sqlitedb:abmultivalueentry.value", "I2_AddressBook.sqlitedb:abmultivalueentrykey.value", "I2_AddressBook.sqlitedb:abmultivaluelabel.value", "I2_AddressBook.sqlitedb:abperson.first", "I2_AddressBook.sqlitedb:abperson.last", "I2_AddressBook.sqlitedb:abperson.nickname", "I2_AddressBook.sqlitedb:abpersonchanges.externalidentifier", "I2_AddressBook.sqlitedb:abpersonsearchkey.nameonlysearchkey"], "Num_of_source_columns": 13, "Num_of_source_columns_unique": 13} {"db_path": "selectedDBs\\I3", "PII_type": "EMAIL", "PII_all": ["ottomatik1234@gmail.com"], "PII_unique": ["ottomatik1234@gmail.com"], "Num_of_PII_all": 1, "Num_of_PII_unique": 1, "source_columns": ["I3_sms.db:message.text", "I3_sms.db:chat.account_login", "I3_sms.db:kvtable.key", "I3_sms.db:attachment.guid", "I3_sms.db:chat.display_name"], "Num_of_source_columns": 5, "Num_of_source_columns_unique": 5} diff --git a/RQs/normalized_PII_results/gpt4o/corpus_level/corpus_level.jsonl b/RQs/normalized_PII_results/gpt4o/corpus_level/corpus_level.jsonl index 2fb295a..ad24583 100644 --- a/RQs/normalized_PII_results/gpt4o/corpus_level/corpus_level.jsonl +++ b/RQs/normalized_PII_results/gpt4o/corpus_level/corpus_level.jsonl @@ -1,5 +1,5 @@ {"PII_type": "EMAIL", "PII_all": ["copyright@snap.com", 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"52600531632270", "54692432318606", "56410419257463", "56616359583845", "58613636853903", "6287745672611", "64360370192402", "65476977782923", "69999628665014", "71983886766200", "72928746037443", "74144305684519", "74917131374625", "75273798172747", "76742727315704", "77554526470395", "79401278517497", "8001775771719", "81367430271", "82506523119859", "85869633482900", "90452212613311", "905338541080", "91057954017452", "923130999544", "923323013167", "9534928064606", "96529440321619", "status", "svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "hank", "brian reynolds", "goldie kahn", "vladamir stravinsky", "6️⃣ wealth builders club", "joey", "mary garcia", "abe rudder", "russ philby", "voice mail", "otto", "toks", "meta", "leaura", "faxinezidohne", "patrickh34", "yauyauyauhen", "nathanmorris", "italianmatters", "robm435", "loususi", "lanaire2023", "pet_the_bunny", "madmax_mgm", "reidback", "rennymorales", "yjr_fit.inba", "the_real_flockfam", "humans_of_data", "airwicksol", "homan.jason", "nadhir_chiu_oficial", "brandonmcclainl", "geezdagawd", "superflysugar2024", "curia__", "psychicadvisor345", "lemieuxbrands", "james_macray_", "oneil3607", "sharononeil368", "no_skin_tone", "static_image", "memories_and_camera_roll", "heather", "hmahalik", "sync_internet_data", "sync_bookmarks", "sync_open_pages", "sync_saved_pages", "google", "duckduckgo", "yahoo", "youtube", "bing", "so360", "qwant", "toutiao", "startpage", "shenma", "naver", "yandex", "mailru", "seznam", "yandexru", "daum", "baidu", "923402582955", "14847353029", "waaggregatecallevent", "wacdcallevent", "wacdcalleventparticipant", "wajoinablecallevent", "wajoinablecalleventparticipant", "waupcomingcallevent", "genericgpt", "cellebrite", "falafelhardboiledeggisrael", "dickenscider", "bluebite", "mapat", "snackwithdairykids", "figsgrowinggreennotripen", "hersheypark", "howtochangealightbulb", "tolls", "ravensmanorexperience", "cooldryplacestorage", "haifaairport", "whats thesalestaxinnyconclothing", "canyoucopyamiibowithflipperzero", "jackalope", "ambarrestaurant", "ravensmanor", "usecrashdetectiononiphoneorapplewatch", "figstre won'tripengreen", "airtag", "catfishcops", "myfilesdownload", "serverchangetoken", "usemanateecontainer", "17ebu7rghueusrylzr6u3ccjwmmqprk28k", "a&e nails", "hersheypark hours", "hersheypark tickets"], "Num_of_PII_all": 754, "Num_of_PII_unique": 751, "source_columns": ["A1_msgstore.db:chat.subject", "A1_msgstore.db:message.text_data", "A1_msgstore.db:message_text.description", "A1_msgstore.db:user_device.user_jid_row_id", "A1_msgstore.db:user_device_info.user_jid_row_id", "A1_wa.db:wa_contacts.jid", "A1_wa.db:wa_contacts.display_name", "A1_wa.db:wa_contacts.nickname", "A1_wa.db:wa_address_book.jid", "A1_wa.db:wa_address_book.display_name", "A1_wa.db:wa_address_book.nickname", "A1_wa.db:wa_biz_profiles.jid", "A1_wa.db:wa_biz_profiles.custom_url", "A1_wa.db:wa_bot_profiles.creator_name", "A2_core.db:snapuserstore.textval", "A2_core.db:snapchatuserproperties.textval", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "A5_SBrowser.db:bookmarks.account_name", "A5_SBrowser.db:tabs.account_name", "A5_SBrowser.db:sync_state.account_name", "A5_SBrowser.db:internet_sync.sync_key", "A5_searchengine.db:android_metadata.locale", "A5_searchengine.db:searchengine.title", "A5_searchengine.db:searchengine.url", "A5_searchengine.db:searchengine.image_url", "A5_searchengine.db:searchengine.extra1", "A5_searchengine.db:searchengine.extra2", "A5_searchengine.db:searchengine.extra3", "I1_CallHistory.sqlite:zwaaggregatecallevent.zlinktoken", "I1_CallHistory.sqlite:zwacdcallevent.zcallidstring", "I1_CallHistory.sqlite:zwacdcallevent.zgroupcallcreatoruserjidstring", "I1_CallHistory.sqlite:zwacdcallevent.zgroupjidstring", "I1_CallHistory.sqlite:zwacdcalleventparticipant.zjidstring", "I1_CallHistory.sqlite:z_primarykey.z_name", "I2_AddressBook.sqlitedb:abaccount.accountidentifier", "I2_AddressBook.sqlitedb:abgroup.name", "I2_AddressBook.sqlitedb:abgroupchanges.externalidentifier", "I2_AddressBook.sqlitedb:abgroupmembers.member_id", "I2_AddressBook.sqlitedb:abmultivalue.value", "I2_AddressBook.sqlitedb:abmultivalueentry.value", "I2_AddressBook.sqlitedb:abmultivalueentrykey.value", "I2_AddressBook.sqlitedb:abmultivaluelabel.value", "I2_AddressBook.sqlitedb:abperson.first", "I2_AddressBook.sqlitedb:abperson.last", "I2_AddressBook.sqlitedb:abperson.nickname", "I2_AddressBook.sqlitedb:abpersonchanges.externalidentifier", "I2_AddressBook.sqlitedb:abpersonsearchkey.nameonlysearchkey", "I4_CloudTabs.db:cloud_tab_devices.device_name", "I4_CloudTabs.db:cloud_tabs.title", "I4_CloudTabs.db:metadata.key", "I4_History.db:history_event_listeners.listener_name", "I4_History.db:history_items.url", "I4_History.db:history_tags.identifier", "I4_History.db:history_visits.title"], "Num_of_source_columns": 55} diff --git a/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_msgstore_20260131T203502Z.jsonl b/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_msgstore_20260131T203502Z.jsonl index a15b2f0..d0ac398 100644 --- a/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_msgstore_20260131T203502Z.jsonl +++ b/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_msgstore_20260131T203502Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PHONE", "PII": ["2023133725", "9106995488", "14244990541", "14359905938", "16467602090", "13346095713", "17622338037"], "Num_of_PII": 7, "source_columns": ["message.text_data", "chat.subject", "call_log.call_id", "message_text.description"], "Num_of_source_columns": 4} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PHONE", "PII": ["2023133725", "9106995488", "4244990541", "4359905938", "6467602090", "3346095713", "7622338037"], "Num_of_PII": 7, "source_columns": ["message.text_data", "chat.subject", "call_log.call_id", "message_text.description"], "Num_of_source_columns": 4} {"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "USERNAME", "PII": ["wealthbuildersclub", "bitcoinmastersjiminvestmentteam", "marygarcia", "jimanderson", "btcointradingcenter"], "Num_of_PII": 5, "source_columns": ["chat.subject", "message.text_data", "message_text.description", "user_device.user_jid_row_id", "user_device_info.user_jid_row_id"], "Num_of_source_columns": 5} {"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PERSON_NAME", "PII": ["jim investment team", "professor jim", "jim anderson", "mary garcia", "benjamin", "lorie logan", "biden", "yellen", "ron desantis", "michael saylor", "cathy wood", "harvey jones", "gary gensler", "abbas al qattan", "jw verret"], "Num_of_PII": 15, "source_columns": ["chat.subject", "message.text_data", "message_text.description", "message_vcard.vcard"], "Num_of_source_columns": 4} {"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_wa_20260131T203943Z.jsonl b/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_wa_20260131T203943Z.jsonl index 6f9a5c6..a47df1a 100644 --- a/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_wa_20260131T203943Z.jsonl +++ b/RQs/normalized_PII_results/gpt4o/db_level/PII_A1_wa_20260131T203943Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\A1_wa.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "PHONE", "PII": ["19199037779", "8085096467", "5713349815", "16263678865", "16106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "18056377243", "2028177932", "2025692832", "9735203731", "81367430271", "7423794330"], "Num_of_PII": 16, "source_columns": ["wa_address_book.number", "wa_contacts.number"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "PHONE", "PII": ["9199037779", "8085096467", "5713349815", "6263678865", "6106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "8056377243", "2028177932", "2025692832", "9735203731", "7423794330"], "Num_of_PII": 15, "source_columns": ["wa_address_book.number", "wa_contacts.number"], "Num_of_source_columns": 2} {"db_path": "selectedDBs\\A1_wa.db", "PII_type": "USERNAME", "PII": ["100674318659756", "103023648964858", "103929853546678", "103981426733067", "104569854005296", "106940592033823", "107967072444508", "108272048668771", "109766730866918", "110638642757646", "112103243395097", "11356128460981", "115504622653502", "115728095129747", "116032903606475", "12014946184", "12025692832", "12028177932", "12028275725", "120363098389106519", 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"90452212613311", "905338541080", "91057954017452", "923130999544", "923323013167", "9534928064606", "96529440321619", "status", "svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "hank", "brian reynolds", "goldie kahn", "vladamir stravinsky", "6️⃣ wealth builders club", "joey", "mary garcia", "abe rudder", "russ philby", "voice mail", "otto", "toks", "meta", "leaura", "faxinezidohne", "patrickh34", "yauyauyauhen", "nathanmorris", "italianmatters", "robm435", "loususi", "lanaire2023", "pet_the_bunny", "madmax_mgm", "reidback", "rennymorales", "yjr_fit.inba", "the_real_flockfam", "humans_of_data", "airwicksol", "homan.jason", "nadhir_chiu_oficial", "brandonmcclainl", "geezdagawd", "superflysugar2024", "curia__", "psychicadvisor345", "lemieuxbrands", "james_macray_"], "Num_of_PII": 680, "source_columns": ["wa_contacts.jid", "wa_contacts.display_name", "wa_contacts.nickname", "wa_address_book.jid", "wa_address_book.display_name", "wa_address_book.nickname", "wa_biz_profiles.jid", "wa_biz_profiles.custom_url", "wa_bot_profiles.creator_name"], "Num_of_source_columns": 9} {"db_path": "selectedDBs\\A1_wa.db", "PII_type": "PERSON_NAME", "PII": ["svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "brian reynolds", "goldie kahn", "vladamir stravinsky", "mary garcia", "abe rudder", "russ philby"], "Num_of_PII": 10, "source_columns": ["wa_contacts.display_name", "wa_contacts.given_name", "wa_contacts.family_name", "wa_contacts.nickname", "wa_address_book.display_name", "wa_address_book.given_name", "wa_address_book.family_name", "wa_address_book.nickname", "wa_biz_profiles.business_description", "wa_biz_profiles.location_name"], "Num_of_source_columns": 10} {"db_path": "selectedDBs\\A1_wa.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/gpt4o/db_level/PII_A2_core_20260131T204055Z.jsonl b/RQs/normalized_PII_results/gpt4o/db_level/PII_A2_core_20260131T204055Z.jsonl index fd7964c..930de0f 100644 --- a/RQs/normalized_PII_results/gpt4o/db_level/PII_A2_core_20260131T204055Z.jsonl +++ b/RQs/normalized_PII_results/gpt4o/db_level/PII_A2_core_20260131T204055Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\A2_core.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "PHONE", "PII": ["18624338329"], "Num_of_PII": 1, "source_columns": ["configetag.etag", "configrule.config_id", "deltaforcesync.client_key", "preferences.key", "snapuserstore.textval", "snapchatuserproperties.textval", "android_metadata.locale"], "Num_of_source_columns": 7} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "PHONE", "PII": ["8624338329"], "Num_of_PII": 1, "source_columns": ["configetag.etag", "configrule.config_id", "deltaforcesync.client_key", "preferences.key", "snapuserstore.textval", "snapchatuserproperties.textval", "android_metadata.locale"], "Num_of_source_columns": 7} {"db_path": "selectedDBs\\A2_core.db", "PII_type": "USERNAME", "PII": ["oneil3607", "sharononeil368", "no_skin_tone", "static_image", "memories_and_camera_roll"], "Num_of_PII": 5, "source_columns": ["snapuserstore.textval", "snapchatuserproperties.textval"], "Num_of_source_columns": 2} {"db_path": "selectedDBs\\A2_core.db", "PII_type": "PERSON_NAME", "PII": ["sharon oneil"], "Num_of_PII": 1, "source_columns": ["preferences.stringvalue", "snapuserstore.textval", "snapchatuserproperties.textval"], "Num_of_source_columns": 3} {"db_path": "selectedDBs\\A2_core.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/gpt4o/db_level/PII_I1_ContactsV2_20260131T210034Z.jsonl b/RQs/normalized_PII_results/gpt4o/db_level/PII_I1_ContactsV2_20260131T210034Z.jsonl index 5b4ad78..452040f 100644 --- a/RQs/normalized_PII_results/gpt4o/db_level/PII_I1_ContactsV2_20260131T210034Z.jsonl +++ b/RQs/normalized_PII_results/gpt4o/db_level/PII_I1_ContactsV2_20260131T210034Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "PHONE", "PII": ["4847353029", "5162879924", "5712679786", "7852533080", "8283677149", "8624338324", "9195796456", "9199037779", "9735203731", "2185715037", "1003163800", "1003236193", "1001036151", "1001791131", "1003787836", "1004222368", "1004894899", "1004927230", "1008320974", "1008433588", "1008559172", "1000705234", "1001184420", "1001445606", "1002781006", "1005464243", "1005606408", "1006092595", "1006522433", "1007025914", "1219230321", "1230876671", "1236195069", "1237220065", "1237697889", "1246793781", "1252341214", "1263010277", "1266958629", "1274676445", "1293350477", 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{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/gpt4o/db_level/PII_I2_AddressBook_20260131T210607Z.jsonl b/RQs/normalized_PII_results/gpt4o/db_level/PII_I2_AddressBook_20260131T210607Z.jsonl index a5dd46c..82937e4 100644 --- a/RQs/normalized_PII_results/gpt4o/db_level/PII_I2_AddressBook_20260131T210607Z.jsonl +++ b/RQs/normalized_PII_results/gpt4o/db_level/PII_I2_AddressBook_20260131T210607Z.jsonl @@ -1,5 +1,5 @@ {"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "EMAIL", "PII": ["charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", "mederostony035@gmail.com", "ottomatik1234@gmail.com"], "Num_of_PII": 6, "source_columns": ["abmultivalue.value", "abpersonfulltextsearch_content.c17email"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", 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"Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} diff --git a/RQs/normalized_PII_results/ground_truth/corpus_level/corpus_level.jsonl b/RQs/normalized_PII_results/ground_truth/corpus_level/corpus_level.jsonl index ca40f4f..e69de29 100644 --- a/RQs/normalized_PII_results/ground_truth/corpus_level/corpus_level.jsonl +++ b/RQs/normalized_PII_results/ground_truth/corpus_level/corpus_level.jsonl @@ -1,5 +0,0 @@ -{"PII_type": "EMAIL", "PII_all": ["copyright@snap.com", "heather@cellebrite.com", "hmahalik@gmail.com", "sharononeil368@gmail.com", "charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", "mederostony035@gmail.com", "ottomatik1234@gmail.com", "ottomatik1234@gmail.com", "ottomatik1234@gmail.com"], "PII_unique": ["copyright@snap.com", "heather@cellebrite.com", "hmahalik@gmail.com", "sharononeil368@gmail.com", "charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", 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"19215001556", "19218853766", "19241129604", "19254761447", "19262292661", "19289767494", "19290449772", "19292353883", "19307077748", "19320134473", "19325695476", "19330165727", "19331145184", "19361445247", "19362434449", "19387002857", "19387034890", "19389068190", "19412180617", "19423601164", "19455266133", "19457329015", "19468461641", "19475423056", "19480251463", "19502429597", "19510542650", "19538892115", "19543128363", "19567226657", "19570443114", "19572258711", "19593320317", "19599054665", "19600247679", "19604606546", "19617443284", "19617825621", "19630053792", "19638479515", "19639991049", "19653938959", "19658403133", "19661493857", "19670689330", "19679962047", "19683621997", "19692039033", "19700373700", "19708224026", "19717806697", "19721055393", "19724880340", "19779231696", "19792416865", "19800136099", "19809071973", "19809577169", "19840428535", "19863374803", "19877641003", "19891601476", "19891997062", "19921202253", "19930550456", "19932297233", "19937890366", "19950747364", "19953946557", "19962549996", "19981326993", "19982466006", "19997911741", "12065937224", "12185715037", "13017157263", "14155346421", "14197574625", "14259796297", "14325353346", "14847353029", "15162879924", "17709195681", "17852533080", "18553965089", "18589330241", "18624338324", "19195796456", "19195796465", "19199037779"], "Num_of_PII_all": 1069, "Num_of_PII_unique": 1050, "source_columns": ["A1_msgstore.db:message.text_data", "A1_msgstore.db:chat.subject", "A1_msgstore.db:call_log.call_id", "A1_msgstore.db:message_text.description", "A1_wa.db:wa_contacts.number", "A1_wa.db:wa_address_book.number", "A2_core.db:configetag.etag", "A2_core.db:configrule.config_id", "A2_core.db:deltaforcesync.client_key", "A2_core.db:preferences.key", "A2_core.db:snapuserstore.textval", "A2_core.db:snapchatuserproperties.textval", "A2_main.db:contact.phone", "A2_main.db:billboardstrings.stringkey", "A2_main.db:legalagreementstrings.message", "A2_main.db:story.displayname", "A2_main.db:storysnap.displayname", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_stat.value", "I1_CallHistory.sqlite:zwacdcallevent.zcallidstring", "I1_CallHistory.sqlite:zwacdcalleventparticipant.zjidstring", "I1_CallHistory.sqlite:zwaaggregatecallevent.zlinktoken", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zphonenumber", "I1_ContactsV2.sqlite:zwaaddressbookcontact.zlocalizedphonenumber", "I2_AddressBook.sqlitedb:abmultivalue.value", "I2_AddressBook.sqlitedb:abmultivalueentry.value", "I2_AddressBook.sqlitedb:abperson.first", "I2_AddressBook.sqlitedb:abperson.last", "I2_AddressBook.sqlitedb:abperson.note", "I2_AddressBook.sqlitedb:abperson.displayname", "I3_sms.db:message.text", "I3_sms.db:chat.chat_identifier"], "Num_of_source_columns": 33} -{"PII_type": "POSTAL_ADDRESS", "PII_all": ["12503 e via de palmas, chandler, az", "8500 peña blvd, denver, co"], "PII_unique": ["12503 e via de palmas, chandler, az", "8500 peña blvd, denver, co"], "Num_of_PII_all": 2, "Num_of_PII_unique": 2, "source_columns": ["A1_msgstore.db:message.text_data", "A1_msgstore.db:message_text.description", "A1_msgstore.db:message_location.place_address", "A1_msgstore.db:message_vcard.vcard", "I1_ChatStorage.sqlite:zwamessage.ztext", "I1_ChatStorage.sqlite:zwamessagedataitem.zcontent1", "I1_ChatStorage.sqlite:zwamessagedataitem.zcontent2"], "Num_of_source_columns": 7} -{"PII_type": "USERNAME", "PII_all": ["wealthbuildersclub", "btcoinmastersjiminvestmentteam", "oneil3607", "no_skin_tone", "static_image", "chqkedmxnde2nmq3zddlytu3ngyqag", "memories_and_camera_roll", "caegqokatayoqokatazaaggp", "cncbaridx8kb", "caego7zptqyoo7zptqy", "caiyascjvm+1bije0tm1bkdg0tm1bkjg0tm1blab", "camgqokatayo09lztqy", "caigqrzptqyo09lztqy", "wgiqag", "heather", "hmahalik", "syncinternetdata", "syncbookmarks", "syncopenpages", "syncsavedpages", "chat70863266579689223", "chat818965589567390604", "q1146771", "q1155133", "q104851", "q46383", "q1066823", "q81809", "q190120", "q336532", "q108143", "q27686", "q1190598", "q185165", "q170448", "q13233", "q524679", "q1076874", "q2766", "q388483", "q3180957", "q570871", "q682144", "q861508", "q15709638", "q35855", "q1229287", "q1605306", "q281", "q1390866", "q19363883", "q259011", "q154168", "q977090", "q1060705", "q22866", "q1273800", "q603481", "q1809515", "q181479", "q273027", "q2047030", "q908923", "q47616", "q372852", "q705450", "q1988120", "q16939396", "q908666", "q241987", "q62458", "q747493", "q3107826", "17ebu7rghueusrylzr6u3ccjwmmqprk28k", "cached_sync_circle_size", "current_generation", "fetch_throttler_data", "last_maintenance_date", "last_synced_generation", "profile_server_map", "push_notifications_initialized", "push_throttler_data", "server_change_token", "sync_circle_size_retrieval_throttler_data", "sync_with_manatee_container"], "PII_unique": ["wealthbuildersclub", "btcoinmastersjiminvestmentteam", "oneil3607", "no_skin_tone", "static_image", "chqkedmxnde2nmq3zddlytu3ngyqag", "memories_and_camera_roll", "caegqokatayoqokatazaaggp", "cncbaridx8kb", "caego7zptqyoo7zptqy", "caiyascjvm+1bije0tm1bkdg0tm1bkjg0tm1blab", "camgqokatayo09lztqy", "caigqrzptqyo09lztqy", "wgiqag", "heather", "hmahalik", "syncinternetdata", "syncbookmarks", "syncopenpages", "syncsavedpages", "chat70863266579689223", "chat818965589567390604", "q1146771", "q1155133", "q104851", "q46383", "q1066823", "q81809", "q190120", "q336532", "q108143", "q27686", "q1190598", "q185165", "q170448", "q13233", "q524679", "q1076874", "q2766", "q388483", "q3180957", "q570871", "q682144", "q861508", "q15709638", "q35855", "q1229287", "q1605306", "q281", "q1390866", "q19363883", "q259011", "q154168", "q977090", "q1060705", "q22866", "q1273800", "q603481", "q1809515", "q181479", "q273027", "q2047030", "q908923", "q47616", "q372852", "q705450", "q1988120", "q16939396", "q908666", "q241987", "q62458", "q747493", "q3107826", "17ebu7rghueusrylzr6u3ccjwmmqprk28k", "cached_sync_circle_size", "current_generation", "fetch_throttler_data", "last_maintenance_date", "last_synced_generation", "profile_server_map", "push_notifications_initialized", "push_throttler_data", "server_change_token", "sync_circle_size_retrieval_throttler_data", "sync_with_manatee_container"], "Num_of_PII_all": 85, "Num_of_PII_unique": 85, "source_columns": ["A1_msgstore.db:chat.subject", "A1_msgstore.db:message.text_data", "A1_msgstore.db:jid.user", "A1_msgstore.db:user_device.user_jid_row_id", "A2_core.db:snapuserstore.textval", "A2_core.db:snapchatuserproperties.textval", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:cacheinfo.affinity_response_context", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:contacts.type", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_stat.value", "A5_SBrowser.db:bookmarks.account_name", "A5_SBrowser.db:tabs.account_name", "A5_SBrowser.db:sync_state.account_name", "A5_SBrowser.db:internet_sync.sync_key", "I3_sms.db:chat.chat_identifier", "I3_sms.db:handle.id", "I3_sms.db:message.text", "I4_History.db:history_event_listeners.listener_name", "I4_History.db:history_items.id", "I4_History.db:history_items_to_tags.history_item", "I4_History.db:history_tags.identifier", "I4_History.db:history_visits.title", "I4_History.db:metadata.key"], "Num_of_source_columns": 24} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl new file mode 100644 index 0000000..c982455 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl new file mode 100644 index 0000000..cd9b2a0 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_system_business_state.business_name", "message_vcard.vcard"], "Num_of_source_columns": 6} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["jid.raw_string", "jid.user", "message.text_data"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_quoted.text_data", "message_vcard.vcard"], "Num_of_source_columns": 6} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_quoted.text_data"], "Num_of_source_columns": 5} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore_20260127T180043Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore_20260127T180043Z.jsonl deleted file mode 100644 index 5dbb1cd..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore_20260127T180043Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PHONE", "PII": ["2023133725", "9106995488", "14244990541", "14359905938", "16467602090", "13346095713", "17622338037"], "Num_of_PII": 7, "source_columns": ["message.text_data", "chat.subject", "call_log.call_id", "message_text.description"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "USERNAME", "PII": ["wealthbuildersclub", "btcoinmastersjiminvestmentteam"], "Num_of_PII": 2, "source_columns": ["chat.subject", "message.text_data", "jid.user", "user_device.user_jid_row_id"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PERSON_NAME", "PII": ["jim investment team", "mary garcia", "jim anderson", "professor jim", "mr. jim", "lorie logan", "benjamin", "mary", "ron desantis", "cathy wood", "michael saylor", "gary gensler", "harvey jones", "abbas al qattan", "jennifer farer", "damodaran", "moe", "abe", "matt", "ruth", "wilson", "rebeca"], "Num_of_PII": 22, "source_columns": ["chat.subject", "message.text_data", "message_text.description", "message_vcard.vcard"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": ["message.text_data", "message_text.description", "message_location.place_address", "message_vcard.vcard"], "Num_of_source_columns": 4} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl new file mode 100644 index 0000000..c146309 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["wa_address_book.number", "wa_contacts.number"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["wa_bot_profiles.creator_name", "wa_contacts.wa_name", "wa_vnames.verified_name"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["wa_address_book.display_name", "wa_address_book.given_name+family_name", "wa_address_book.sort_name", "wa_contacts.given_name+family_name", "wa_contacts.sort_name"], "Num_of_source_columns": 5} +{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa_20260127T180213Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa_20260127T180213Z.jsonl deleted file mode 100644 index 1336d9e..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa_20260127T180213Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "PHONE", "PII": ["5713298742", "5713349815", "8085096467", "8624338328", "7034241981", "2028177932", "5715917168", "2025692832", "6106046786", "6263678865", "2065937224", "9199037779", "8056377243", "9735203731", "8136743027", "7423794330"], "Num_of_PII": 16, "source_columns": ["wa_contacts.number", "wa_address_book.number"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "PERSON_NAME", "PII": ["svetlana chernoff", "ltc whalen", "capt don wayne", "karen tate", "brian reynolds", "goldie kahn", "vladamir stravinsky", "mary garcia", "abe rudder", "russ philby"], "Num_of_PII": 10, "source_columns": ["wa_contacts.display_name", "wa_contacts.given_name", "wa_contacts.family_name", "wa_contacts.nickname", "wa_address_book.display_name", "wa_address_book.given_name", "wa_address_book.family_name", "wa_address_book.nickname", "wa_biz_profiles.business_description", "wa_biz_profiles.location_name"], "Num_of_source_columns": 10} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core.jsonl new file mode 100644 index 0000000..ee36a33 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["snapuserstore.textval"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["snapuserstore.textval"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["snapuserstore.textval"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["snapuserstore.textval"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core_20260127T180339Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core_20260127T180339Z.jsonl deleted file mode 100644 index 4162e72..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_core_20260127T180339Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "PHONE", "PII": ["18624338329"], "Num_of_PII": 1, "source_columns": ["configetag.etag", "configrule.config_id", "deltaforcesync.client_key", "preferences.key", "snapuserstore.textval", "snapchatuserproperties.textval"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "USERNAME", "PII": ["oneil3607", "no_skin_tone", "static_image", "chqkedmxnde2nmq3zddlytu3ngyqag", "memories_and_camera_roll", "caegqokatayoqokatazaaggp", "cncbaridx8kb", "caego7zptqyoo7zptqy", "caiyascjvm+1bije0tm1bkdg0tm1bkjg0tm1blab", "camgqokatayo09lztqy", "caigqrzptqyo09lztqy", "wgiqag"], "Num_of_PII": 12, "source_columns": ["snapuserstore.textval", "snapchatuserproperties.textval"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "PERSON_NAME", "PII": ["sharon oneil"], "Num_of_PII": 1, "source_columns": ["configetag.etag", "preferences.stringvalue", "snapuserstore.textval", "snapchatuserproperties.textval"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A2_core.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl new file mode 100644 index 0000000..e4a6750 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl new file mode 100644 index 0000000..94ec91e --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["contact.phone", "contact.rawphone"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["combinedusername.mutableusername", "combinedusername.originalusername", "discoverfeedfriendstoriesviewv2.frienddisplayname", "friend.displayname", "friend.serverdisplayname", "friend.username", "friendwithusername.displayname", "friendwithusername.serverdisplayname", "friendwithusername.usernameforsorting", "friendsfeedviewv2.displayinteractionuserusername", "friendsfeedviewv2.frienddisplayusername", "storysnap.captiontextdisplay"], "Num_of_source_columns": 12} +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["contact.displayname", "friendsfeedviewv2.displayinteractionuserdisplayname", "story.displayname"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main_20260127T180710Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main_20260127T180710Z.jsonl deleted file mode 100644 index f106d45..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main_20260127T180710Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "EMAIL", "PII": ["copyright@snap.com"], "Num_of_PII": 1, "source_columns": ["billboardstrings.message", "combinedusername.originalusername", "contact.displayname", "notificationdata.userid", "story.displayname", "suggestedfriend.userid"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "PHONE", "PII": ["2065937224", "8624338328", "9199037779", "8085096467", "5713298742", "2028177932", "2025692832", "5713349815", "5715917168", "6106046786", "6263678865", "8056377243", "7423794330"], "Num_of_PII": 13, "source_columns": ["contact.phone", "billboardstrings.stringkey", "legalagreementstrings.message", "story.displayname", "storysnap.displayname"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "PERSON_NAME", "PII": ["abe rudder", "karen tate", "russ philby", "capt don wayne", "svetlana chernoff", "brian reynolds", "vladamir stravinsky", "ltc whalen", "goldie kahn", "joey", "mary garcia", "sharon oneil"], "Num_of_PII": 12, "source_columns": ["contact.displayname", "combinedusername.originalusername", "feed.specifiedname", "story.displayname", "storysnap.displayname", "suggestedfriend.suggestionreason"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl new file mode 100644 index 0000000..f1c5942 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl new file mode 100644 index 0000000..5e2f011 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl new file mode 100644 index 0000000..133cc40 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl new file mode 100644 index 0000000..a5fbdf3 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl new file mode 100644 index 0000000..1857f25 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl new file mode 100644 index 0000000..f661778 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260127T181121Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260127T181121Z.jsonl deleted file mode 100644 index 2321616..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14_20260127T181121Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "EMAIL", "PII": ["heather@cellebrite.com", "hmahalik@gmail.com"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value", "tokens_stat.value", "cacheinfo.affinity_response_context"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value", "tokens_stat.value"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "USERNAME", "PII": ["heather", "hmahalik"], "Num_of_PII": 2, "source_columns": ["cacheinfo.affinity_response_context", "contacts.type", "tokens.value", "tokens_content.c1value", "tokens_stat.value"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_stat.value", "contacts.id"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl new file mode 100644 index 0000000..3876afc --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["bookmarks.account_name", "sync_state.account_name", "tabs.account_name"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl new file mode 100644 index 0000000..7686197 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser_20260127T181239Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser_20260127T181239Z.jsonl deleted file mode 100644 index 5b23ba8..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser_20260127T181239Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "EMAIL", "PII": ["sharononeil368@gmail.com"], "Num_of_PII": 1, "source_columns": ["bookmarks.account_name", "internet_sync.sync_key", "sync_state.account_name", "tabs.tab_title", "android_metadata.locale"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "USERNAME", "PII": ["syncinternetdata", "syncbookmarks", "syncopenpages", "syncsavedpages"], "Num_of_PII": 4, "source_columns": ["bookmarks.account_name", "tabs.account_name", "sync_state.account_name", "internet_sync.sync_key"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": ["bookmarks.title", "bookmarks.account_name", "bookmarks.account_type", "sync_state.data", "tabs.tab_title", "tabs.account_name", "tabs.account_type"], "Num_of_source_columns": 7} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl new file mode 100644 index 0000000..c88f597 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl new file mode 100644 index 0000000..5c75384 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl new file mode 100644 index 0000000..100482c --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwachatsession.zpartnername", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle"], "Num_of_source_columns": 4} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwachatsession.zpartnername", "zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 6} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.ztitle"], "Num_of_source_columns": 3} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage_20260127T181731Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage_20260127T181731Z.jsonl deleted file mode 100644 index 2d15e7e..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage_20260127T181731Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PERSON_NAME", "PII": ["rick", "otto", "reynolds", "emily", "sharon", "lisena gocaj", "andy sieg", "christian justiniano", "david wilson", "robechucks raul", "abner", "nia yuniar", "william stevenson", "amit sharma"], "Num_of_PII": 14, "source_columns": ["zwamessage.ztext", "zwamessagedataitem.zcontent1", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": ["12503 e via de palmas, chandler, az", "8500 peña blvd, denver, co"], "Num_of_PII": 2, "source_columns": ["zwamessage.ztext", "zwamessagedataitem.zcontent1", "zwamessagedataitem.zcontent2"], "Num_of_source_columns": 3} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl new file mode 100644 index 0000000..8dfa182 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zphonenumber"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zfullname"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2_20260127T182906Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2_20260127T182906Z.jsonl deleted file mode 100644 index d61a91c..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2_20260127T182906Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zphonenumber", "zwaaddressbookcontact.zlocalizedphonenumber"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zfullname", "zwaaddressbookcontact.zgivenname", "zwaaddressbookcontact.zlastname", "zwaaddressbookcontact.znotes"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl new file mode 100644 index 0000000..e61d648 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["abmultivalue.value", "abpersonfulltextsearch_content.c17email"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["abmultivalue.value"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["abperson.first+last", "abpersonfulltextsearch_content.c0first+c1last+c2middle"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["abmultivalueentry.value", "abpersonfulltextsearch_content.c18address"], "Num_of_source_columns": 2} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl new file mode 100644 index 0000000..169b9e5 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook_20260127T183457Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook_20260127T183457Z.jsonl deleted file mode 100644 index 46dbdbb..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook_20260127T183457Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "EMAIL", "PII": ["charles.r.finley11@gmail.com", "edventure77@gmail.com", "engleron@gmail.com", "jraynolds.cbdemo@gmail.com", "mederostony035@gmail.com", "ottomatik1234@gmail.com"], "Num_of_PII": 6, "source_columns": ["abmultivalue.value", "abmultivalueentry.value", "abperson.externalidentifier", "abpersonfulltextsearch_content.c17email"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "PHONE", "PII": ["4847353029", "5162879924", "5712679786", "7852533080", "8283677149", "8624338324", "9195796456", "9199037779", "9735203731", "2185715037", "1003163800", "1003236193", "10010361518", "10017911312", "10037878368", 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"mcguire", "day", "donovan", "chung", "harrison", "kerr", "schroeder", "simon", "black", "moran", "cohen", "yoder", "ramsey", "garza", "blankenship", "reese", "acevedo", "vega", "moses", "knight", "swanson", "dorsey", "mullins", "cochran", "mays", "harrington", "greene", "foster", "lamb", "steele", "larsen", "brennan", "church", "perry", "villanueva", "schmidt", "jennings", "navarro", "ballard", "wade", "patterson", "suarez", "nicholson", "cantrell", "silva", "cowan", "woods", "gregory", "yang", "adams", "ruiz", "page", "newman", "pham", "montgomery", "koch", "bass", "vasquez", "frazier", "myers", "robbins", "ferrell", "mckee", "nguyen", "drake", "wheeler", "reilly", "woodard", "dixon", "york", "good", "morton", "rogers", "rosario", "spears", "leonard", "arias", "medina", "grant", "wise", "hobbs", "rasmussen", "owen", "doyle", "villarreal", "mckenzie", "hood", "clements", "mcmahon", "li", "oneal", "ball", "cooke", "johnston", "mcdowell", "hubbard", "bell", "carson", "glass", "galvan", "hester", "moon", "freeman", "chen", "bentley", "weeks", "archer", "bolton", "stevenson", "duncan", "sims", "garner", "murray", "ho", "garrison", "lester", "ali", "neal", "conley", "hammond", "wilkerson", "roll", "philby"], "Num_of_PII": 865, "source_columns": ["abperson.first", "abperson.last", "abperson.middle", "abperson.prefix", "abperson.suffix", "abperson.nickname", "abmultivalue.value", "abmultivalueentry.value", "abmultivaluelabel.value", "abgroup.name"], "Num_of_source_columns": 10} -{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl new file mode 100644 index 0000000..8513ee0 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "handle.id", "message.account"], "Num_of_source_columns": 5} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "chat.last_addressed_handle", "handle.id", "handle.uncanonicalized_id", "message.account", "message.destination_caller_id"], "Num_of_source_columns": 8} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms_20260127T183606Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms_20260127T183606Z.jsonl deleted file mode 100644 index ffd3273..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms_20260127T183606Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "EMAIL", "PII": ["ottomatik1234@gmail.com"], "Num_of_PII": 1, "source_columns": ["message.text", "chat.account_login", "kvtable.key", "attachment.guid", "chat.display_name"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PHONE", "PII": ["12065937224", "12185715037", "12484345508", "13017157263", "14155346421", "14197574625", "14259796297", "14325353346", "14847353029", "15162879924", "17709195681", "17852533080", "17868720110", "18553965089", "18589330241", "18624338324", "18624338329", "19195796456", "19195796465", "19199037779"], "Num_of_PII": 20, "source_columns": ["message.text", "chat.chat_identifier"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "USERNAME", "PII": ["chat70863266579689223", "chat818965589567390604"], "Num_of_PII": 2, "source_columns": ["chat.chat_identifier", "handle.id", "message.text"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PERSON_NAME", "PII": ["anya", "william", "eddie v", "otto", "tracy", "anna", "ronen engler", "joe church", "ella rutman doligo", "sharon oneil"], "Num_of_PII": 10, "source_columns": ["chat.display_name", "handle.id", "message.text"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl new file mode 100644 index 0000000..51f899e --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl new file mode 100644 index 0000000..2726941 --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History_20260127T183727Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History_20260127T183727Z.jsonl deleted file mode 100644 index c968dc9..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History_20260127T183727Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "USERNAME", "PII": ["q1146771", "q1155133", "q104851", "q46383", "q1066823", "q81809", "q190120", "q336532", "q108143", "q27686", "q1190598", "q185165", "q170448", "q13233", "q524679", "q1076874", "q2766", "q388483", "q3180957", "q570871", "q682144", "q861508", "q15709638", "q35855", "q1229287", "q1605306", "q281", "q1390866", "q19363883", "q259011", "q154168", "q977090", "q1060705", "q22866", "q1273800", "q603481", "q1809515", "q181479", "q273027", "q2047030", "q908923", "q47616", "q372852", "q705450", "q1988120", "q16939396", "q908666", "q241987", "q62458", "q747493", "q3107826", "17ebu7rghueusrylzr6u3ccjwmmqprk28k", "cached_sync_circle_size", "current_generation", "fetch_throttler_data", "last_maintenance_date", "last_synced_generation", "profile_server_map", "push_notifications_initialized", "push_throttler_data", "server_change_token", "sync_circle_size_retrieval_throttler_data", "sync_with_manatee_container"], "Num_of_PII": 63, "source_columns": ["history_event_listeners.listener_name", "history_items.id", "history_items_to_tags.history_item", "history_tags.identifier", "history_visits.title", "metadata.key"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl new file mode 100644 index 0000000..ff5327e --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["calendar.last_sync_title", "calendar.notes", "calendar.owner_identity_email", "calendar.self_identity_email", "calendar.shared_owner_address", "calendar.title", "identity.address"], "Num_of_source_columns": 7} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["calendar.shared_owner_name", "identity.display_name", "store.owner_name"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["recurrence.cached_end_date_tz"], "Num_of_source_columns": 1} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar_20260127T183815Z.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar_20260127T183815Z.jsonl deleted file mode 100644 index 054decd..0000000 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar_20260127T183815Z.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "EMAIL", "PII": ["ottomatik1234@gmail.com"], "Num_of_PII": 1, "source_columns": ["alarm.email_address", "calendar.shared_owner_address", "calendar.self_identity_email", "calendar.owner_identity_email"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl new file mode 100644 index 0000000..531575d --- /dev/null +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl @@ -0,0 +1,5 @@ +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/usenixsecurity2026.pdf b/RQs/usenixsecurity2026.pdf new file mode 100644 index 0000000..7b079d6 Binary files /dev/null and b/RQs/usenixsecurity2026.pdf differ