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News/Jailbreak Attack Initializations as Extractors of Compliance Directions
arxiv
PublishedJune 3, 2026 at 4:00 AM
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Jailbreak Attack Initializations as Extractors of Compliance Directions

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arXiv:2502.09755v4 Announce Type: replace-cross Abstract: Safety-aligned LLMs respond to prompts with either compliance or refusal, each corresponding to distinct directions in the model's activation space. Recent works show that initializing attacks via self-transfer from other prompts significantl

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