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MJ: Multi-turn LLM Jailbreaking via Decomposed Credit Assignment

DC-GRPO assigns turn-level group-relative credit in multi-turn LLM jailbreaking, achieving over 97% attack success and outperforming prior methods.

Junyoung Park, Namgyu Park, Sechan Lee, Yoon-Chan Jhi and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 17 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 2/5