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Backdoor Containment via Expert Quarantine and Shutdown in LLMs

Li, Jianwei et al.
arXiv (All) · Papers
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cryptography-and-security
Backdoored large language models (LLMs) can behave normally on benign inputs while producing attacker-specified outputs under hidden triggers. Existing defenses span four stages--prior-training, in-training, post-training, and inference-time--and share one of two underlying strategies: either suppre
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