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Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting

Black-box adversarial attacks on Large Vision-Language Models (LVLMs) are challenging due to missing gradients and complex multimodal boundaries.

arXiv cs.CL · · Paper: ~15 min
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Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting

TLDR

Black-box adversarial attacks on Large Vision-Language Models (LVLMs) are challenging due to missing gradients and complex multimodal boundaries.

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