GitHub Repos· Oct 3, 2026· by zxainz

zxainz/AERA

Open Original Article ↗
Autonomous Exploit Research Assistant (AERA) — AI-powered pipeline for authorized CVE validation, self-healing PoC testing in isolated Docker sandboxes, threat-intel prioritization, and defensive reporting.
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.
#ai-agent#appsec#cve#cybersecurity#defensive-security#docker#python#threat-intel