VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection

Yuzhou Nie, Hongwei Li, Chengquan Guo +5

We propose VulnLLM-R, the~\emph{first specialized reasoning LLM} for vulnerability detection. Our key insight is that LLMs can reason about program states and analyze the potential…