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cs.CR 1

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2026 1

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Understanding the Effects of Safety Unalignment on Large Language Models

cs.CR · 2026-04-02 · unverdicted · novelty 6.0

Weight orthogonalization unalignment enables LLMs to assist malicious activities more effectively than jailbreak-tuning, with less hallucination and better retained performance, while supervised fine-tuning mitigates the added attack capabilities.

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  • Understanding the Effects of Safety Unalignment on Large Language Models cs.CR · 2026-04-02 · unverdicted · none · ref 17

    Weight orthogonalization unalignment enables LLMs to assist malicious activities more effectively than jailbreak-tuning, with less hallucination and better retained performance, while supervised fine-tuning mitigates the added attack capabilities.