Defense Against LLM Backdoors using Critical Neuron Isolation Pruning

Yuxi Li, Zhibo Zhang, Kailong Wang +3

Large language models (LLMs) are vulnerable to backdoor attacks, where hidden triggers induce malicious outputs. Existing defenses generally fall into inference-time detection or t…