DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak

Hao Wang 0003, Hao Li 0031, Junda Zhu 0003, Xinyuan Wang 0009, Chengwei Pan, Minlie Huang, Lei Sha. DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 22182-22194, Association for Computational Linguistics, 2025. [doi]

Abstract

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