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Princeton University
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A mere 1% of poisoned samples can flip classifier labels, leading to catastrophic false positives and negatives in jailbreak detection systems.
By unifying appearance, semantics, and geometry within sparse voxel representations, this work achieves state-of-the-art holistic 3D scene understanding and reconstruction.