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News/Sparse Autoencoders are Capable LLM Jailbreak Mitigators
arxiv
PublishedJune 30, 2026 at 4:00 AM

Sparse Autoencoders are Capable LLM Jailbreak Mitigators

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arXiv:2602.12418v2 Announce Type: replace-cross Abstract: Jailbreak attacks remain a persistent threat to large language model safety. We propose Context-Conditioned Delta Steering (CC-Delta), an SAE-based defense that identifies jailbreak-relevant sparse features by comparing token-level representa

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