SwarmReconGuard: Detecting Distributed Agent Reconnaissance
Autonomous agents create a new reconnaissance threat model. A single adversary can distribute system mapping across hundreds or thousands of identities so each request remains valid, authenticated, and low-rate while the population collectively builds a complete API map. Traditional defenses fail because no individual agent violates rate limits or exhibits suspicious behavior. SwarmReconGuard formalizes this as Distributed Collective Reconnaissance (DCR) and presents a black-box detection benchm
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.