AINeutralarXiv – CS AI · 11h ago6/10
🧠
AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports
AXE, a multi-agent AI framework, improves vulnerability exploitation detection by leveraging minimal metadata like CWE classifications and code locations, achieving 30% success rates—3x better than existing black-box approaches. The system generates actionable proof-of-concept exploits to help software maintainers validate and prioritize security findings more efficiently.