The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts

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Yuchen Zhang, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu

Published: 01 Jan 2025, Last Modified: 12 Nov 2025CoRR 2025EveryoneRevisionsBibTeXCC BY-SA 4.0