royxforge/adversarial-agent-evaluation
Automated adversarial security testing for AI agents. Deploys an LLM-powered attacker against tool-using systems, validates violations via deterministic oracles, and produces reproducible vulnerability reports with causal attack graphs.
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.