AWMT: Automatic Jailbreaking Attack Framework Utilizing Working-Memory Trees

doi:10.1016/j.eswa.2025.130643

AWMT: Automatic Jailbreaking Attack Framework Utilizing Working-Memory Trees

2025-12-04

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DOI：10.1016/j.eswa.2025.130643

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• AWMT framework uses tree structure and memory to boost attack efficiency. • Multi-prompt strategy improves jailbreak success rate and diversity. • Achieves 86% attack success on GPT-3.5-turbo, surpassing all baseline. • Jailbreak prompts are interpretable and transferable across various LLMs.

AWMT: Automatic Jailbreaking Attack Framework Utilizing Working-Memory Trees

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