Black-Box Adversarial Patch Attacks on VLAs via Ancestor VLM Exploitation

Xiaoyi Pang, Haoyue Feng, Quanxin Shou +3

Vision-Language-Action models (VLAs) are increasingly deployed in safety-critical physical environments, yet their adversarial robustness remains poorly understood. Existing attack…