# autonomous
7 articlestagged with “autonomous”
Autonomous Goal Drift
How autonomous AI agents drift from intended objectives through reward hacking, specification gaming, safety system bypass, and cascading failures in multi-agent systems.
Zero-Click Agent Compromise
Attacks where AI agents are compromised without any user interaction -- processing malicious content triggers autonomous execution, data exfiltration, and system compromise.
Capstone: Autonomous Agent Assessment
Capstone exercise: red team assessment of a fully autonomous agent system with multi-tool access.
Autonomous Vehicle AI Security
Security analysis of AI systems in autonomous vehicles. Perception system attacks, decision model manipulation, V2X communication exploitation, and the physical safety implications of AV AI vulnerabilities.
Transportation AI Security (Industry Verticals)
Security assessment of AI in autonomous vehicles, traffic management, logistics optimization, and fleet management.
Autonomous Vehicle AI Communication Assessment
Assess the AI communication and decision-making systems in an autonomous vehicle scenario.
Full Engagement: Autonomous Coding Agent
End-to-end engagement for an autonomous AI coding agent with repo access, CI/CD integration, and deployment.