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#artificial intelligence Preprint Sep 2025

The Plot Twist: Jailbreaking Unified Multimodal Models with a Three-Act NarrativeAttack

This work proposes NarrativeAttack, a semantic-preserving visual narrative jailbreak framework that employs a three-act narrative structure in which the UMM's own generator produces images for the setup and resolution stages, making the full attack workflow self-contained while concealing the malicious event as a hidde...

Shao-Xiong Guo, Tian-Yi Du, Lijun Li et al. · 1 citation

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