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add CIKM2024 tutorial PPTs

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Frank Xu
2024-08-01 10:20:39 -04:00
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AI4Forensics/CKIM2024/CIKM2024_PPTs.pdf Normal file
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AI4Forensics/CKIM2024/readme.md
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@@ -27,7 +27,7 @@ By fostering a collaborative learning environment, this tutorial aims to empower
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## Table of Contents
## Table of Contents [PPT](CIKM2024_PPTs.pdf)
- Introduction
- [Forensic evidence entity recognition (hands-on lab)](#forensic-evidence-analysis)
@@ -46,9 +46,9 @@ By fostering a collaborative learning environment, this tutorial aims to empower
### Forensic Evidence Analysis
The cyber incident report documents a conversation between an IT Security Specialist and an Employee about an email phishing attack. We use LLMs to identify evidence entities and relationships and to construct digital forensic knowledge graphs.
The [Cyber incident report](PhishingAttack/PhishingAttackScenarioDemo/conversation.txt) documents a conversation between an IT Security Specialist and an Employee about an email phishing attack. We use LLMs to identify evidence entities and relationships and to construct digital forensic knowledge graphs.
Here is an example of a reconstructed digital forensics knowledge graph:
Here is an example of a reconstructed digital forensics knowledge graph using an LLM only:
<img src="PhishingAttack/PhishingAttackScenarioDemo/05_output_viz.png" width="400">