VLALeaks: Membership Inference Attacks against Vision-Language-Action Models

Xukun Luan, Jinyan Liu, Xuesong Li +4

Vision-Language-Action (VLA) models enable end-to-end robot control and have garnered widespread attention. However, the memorization of training data inherent to VLA, coupled with…