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add student practice to CIKM2024

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Frank Xu
2024-08-23 08:11:28 -04:00
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AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsIntro.pptx Normal file
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AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsLab.docx Normal file
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AI4Forensics/CKIM2024/CIKM2024_PPTs.pdf
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AI4Forensics/CKIM2024/readme.md
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@@ -38,8 +38,10 @@ By fostering a collaborative learning environment, this tutorial aims to empower
- [Construct a knowledge graph in STIX (one-shot)](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/04_evidence_stix_oneshot.ipynb)
- [Compare one-shot vs. zero-shot](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/05_evidence_stix_dot_generator.ipynb)
- Profiling suspect based on browser history (hands-on lab)
- [Intro](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsIntro.pptx)
- [Profiling](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/profile_browser_history_Eric.ipynb)
- [Data Preprocessing](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/profile_browser_history_Eric_dataprocess.ipynb)
- [Student Practice](https://colab.research.google.com/github/frankwxu/digital-forensics-lab/blob/main/AI4Forensics/CKIM2024/BrowserHistory/Eric/HistoryProfilingLLMsLab.docx)
- [Political insights analysis based on Hillary's leaked Emails (hands-on lab)](#political-insight-analysis-leveraging-llms)
- Challenges and Limitations of Leveraging LLM in Digital Forensics
- Conclusion