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Longkun Zou

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Open access 2026

Revisiting Adversarial Robustness in Large-Scale 3-D Vision–Language Models

Focusing on zero-shot classification, this study demonstrates that 3D vision-language models exhibit heightened sensitivity to small coordinate perturbations, highlighting the need for a more rigorous security evaluation of 3D vision-language models.

Xuanxiang Lin, Yan Huang, Longkun Zou et al. · 0 citations