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"Your Robot Was Trained on a Lie": Collision Mesh Poisoning Attacks on Robotic Manipulation

Xu, Gengyang et al.
arXiv (All) · Papers
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cryptography-and-securityrobotics
Learning-enabled robotic manipulation increasingly relies on robot simulators for policy training and evaluation before real-world deployment. Inside a simulator, a 3D asset contains two separate geometries: a visual mesh used for rendering and a collision mesh used for physical interaction. For com
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