TwinBreak removes safety alignment by pruning the parameters whose activations differ most between paired harmful and harmless prompts, achieving high attack success on many open-source LLMs.
Pappas, and Eric Wong
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TwinBreak: Jailbreaking LLM Security Alignments based on Twin Prompts
TwinBreak removes safety alignment by pruning the parameters whose activations differ most between paired harmful and harmless prompts, achieving high attack success on many open-source LLMs.