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News/Safety Alignment via Constrained Knowledge Unlearning
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Safety Alignment via Constrained Knowledge Unlearning

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Publisher summary· verbatim

arXiv:2505.18588v2 Announce Type: replace-cross Abstract: Despite significant progress in safety alignment, large language models (LLMs) remain susceptible to jailbreak attacks. Existing defense mechanisms have not fully deleted harmful knowledge in LLMs, which allows such attacks to bypass safeguar

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