When Alignment Fails: Multimodal Adversarial Attacks on Vision-Language-Action Models

Yuping Yan, Yuhan Xie, Yixin Zhang +3

Vision-Language-Action models (VLAs) have recently demonstrated remarkable progress in embodied environments, enabling robots to perceive, reason, and act through unified multimoda…