Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction

This research proposes a Multi-Agent LLM System to automate the process of detecting software security vulnerabilities and reproducing them.

Through a structure in which multiple specialized LLM agents collaborate, this system focuses on automating the workflow from the Discovery stage, which finds vulnerabilities, to the Reproduction stage, which actually proves the vulnerabilities.