CertVLA: Certified Defense against Physical Visual Attacks for Vision-Language-Action Models

Hui Lu, Zhijie Peng, Yuqi Lin +8

Vision-Language-Action (VLA) policies are vulnerable to localized physical perturbations, yet existing certified patch defenses target discrete labels and cannot directly certify c…