When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models

Hui Lu, Yi Yu, Yiming Yang +5

Vision-Language-Action (VLA) models are vulnerable to adversarial attacks, yet universal and transferable attacks remain underexplored, as most existing patches overfit to a single…