413 citations
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Showing cs.CRShow all
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cs.CR2024★ 8 cited
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs
Reza Fayyazi, Stella Hoyos Trueba, Michael Zuzak +1
In cybersecurity, security analysts constantly face the challenge of mitigating newly discovered vulnerabilities in real-time, with over 300,000 vulnerabilities identified since 19…
cs.CR2024★ 25 cited
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation
Reza Fayyazi, Rozhina Taghdimi, Shanchieh Jay Yang
Tactics, Techniques, and Procedures (TTPs) outline the methods attackers use to exploit vulnerabilities. The interpretation of TTPs in the MITRE ATT&CK framework can be challenging…