RAVEN combines LLM agents and RAG to generate Project Zero-style vulnerability reports, achieving 54.21% average quality on 105 NIST-SARD samples across 15 CWE types.
Software Assurance Reference Dataset (SARD),
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RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs
RAVEN combines LLM agents and RAG to generate Project Zero-style vulnerability reports, achieving 54.21% average quality on 105 NIST-SARD samples across 15 CWE types.