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Kai-Yuan Zheng

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#artificial intelligence Preprint Oct 2026

TAPDreamer: Transferable Adversarial Patches for World Action Models

World models learn to predict how their environment will evolve, making them an important foundation for general-purpose robotic control. Yet world action models depend on camera inputs whose manipulation can corrupt the visual representations used across tasks and action policies. Existing attacks on these models opti...

Xuan-Yu Lu, Feng-Qing Jiang, Kai-Yuan Zheng et al. · 0 citations

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