2025 "black-box attack" Papers

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Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Ma Teng, Xiaojun Jia, Ranjie Duan et al.

ICCV 2025posterarXiv:2412.05934

HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models

Han Liu, Jiaqi Li, Zhi Xu et al.

NEURIPS 2025poster

Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance

Shuchao Pang, Zhenghan Chen, Shen Zhang et al.

ICCV 2025posterarXiv:2508.15650