Hao-Chuan Xu

TMT: Runtime Backdoor Detection for Vision-Language-Action Policies on Unseen Tasks

Backdoored vision-language-action (VLA) policies can preserve benign task performance while producing malicious actions when a trigger appears. Detecting such activation is difficult because malicious behavior can comprise individually plausible actions, while unfamiliar tasks introduce legitimate changes in observatio...