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

Xiaohan Zhao, Zhaoyi Li, Yaxin Luo +2

Black-box adversarial attacks on Large Vision-Language Models (LVLMs) are challenging due to missing gradients and complex multimodal boundaries. Prior state-of-the-art transfer-ba…