Detect and Suppress: A Mechanistic Defense against Adversarial Patches in VLA Models.

arXiv:2610.03498v2 Announce Type: replace-cross Abstract: Adversarial patches can disrupt Vision-Language-Action (VLA) models by manipulating visual observations, leading to failures in robot control. However, it remains poorly understood which internal mechan