Cybersecurity #red-teaming#cybersecurity
New DeepTrap Framework Reveals Contextual Vulnerabilities in OpenClaw Agentic AI Systems
A new research paper presents DeepTrap, an automated framework for red-teaming agentic AI systems by discovering contextual vulnerabilities beyond user prompts. The framework was evaluated on OpenClaw, a benchmark of 42 cases across six vulnerability classes and seven operational scenarios, testing nine target models. Results show that contextual compromise can induce unsafe behavior while preserving task completion, indicating that final-response evaluation is insufficient.
Jun 16, 2026 1 source