DeepAVR: Deep Analysis Via Multi-Agent Collaboration for Automated Vulnerability Repair

Automated Vulnerability Repair AVR has emerged as a critical defense against software security flaws, aiming to triage and fix bugs autonomously. Early LLM-based approaches focused on patch generation under the assumption of perfect fault localization, while recent end-to-end methods attempt to...