✨Favia: Forensic Agent for Vulnerability-fix Identification and Analysis

📝 Summary:
Favia is an agent-based framework that identifies vulnerability-fixing commits by combining scalable ranking with deep semantic reasoning via LLM agents. It uses specialized tools and environmental context to robustly identify complex fixes, outperforming existing methods and achieving better pre...

🔹 Publication Date: Published on Feb 13

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2602.12500
• PDF: https://arxiv.org/pdf/2602.12500
• Github: https://github.com/andstor/agentic-security-patch-classification-replication-package

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#Cybersecurity #LLMAgents #VulnerabilityManagement #SoftwareSecurity #AIResearch