2026
TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches
ICML 2026poster
By integrating Chain-of-Thought (CoT) reasoning, Vision-Language-Action (VLA) models have demonstrated strong capabilities in robotic manipulation, particularly by improving generalization and interpretability. However, the security of CoT-based reasoning mechanisms remains largely unexplored. In th…