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

Yukiya Horiba, Koshiro Aoki, Shunsuke Yasuki +2

Adversarial patches can disrupt Vision-Language-Action (VLA) models by manipulating visual observations, leading to failures in robot control. However, it remains poorly understood…