Wenzhuo Xu
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126
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2026
DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs
The paper proposes DMN, a compositional jailbreak framework that utilizes distributed instructions, multimodal evidence, and a number chain task across multiple images to significantly enhance the attack success rate against multimodal LLMs.
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cs.CRcs.AIRecentMay 18, 2026
DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs
Wenzhuo Xu, Zhipeng Wei, Zonghao Ying, Deyue Zhang +3 more
The paper proposes DMN, a compositional jailbreak framework that utilizes distributed instructions, multimodal evidence, and a number chain task across multiple images to significantly enhance the att…
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