Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories

Alperen Yildiz, Sin G. Teo, Yiling Lou +3

Large Language Models (LLMs) have shown promise in software vulnerability detection, particularly on function-level benchmarks like Devign and BigVul. However, real-world detection…