When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models

Zhixiang Guo, Siyuan Liang, Andras Balogh +4

Generative world models (WMs) are increasingly used to synthesize controllable, sensor-conditioned driving videos, yet their reliance on physical priors exposes novel attack surfac…