FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction
Summary
FuzzingBrain V2 presents a multi-agent LLM system to automate vulnerability discovery and reproducible verification, addressing false positives and cross-function dependency reasoning. It introduces four contributions, demonstrates high detection rates and real-world zero-day discoveries, and shows promise for AI-assisted security research and OSS hardening.