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20242026
most citedCross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models

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cs.CV2026

GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization

Yu Pan, Andi Zhang, Yi Wang +2

Diffusion Vision-Language Models (dVLMs), built upon the non-causal foundations of Diffusion Large Language Models (dLLMs), have demonstrated remarkable efficacy in multimodal task…