Defusing the Trigger: Tail-Risk-Informed Attention Rebalancing for LLM Backdoor Mitigation

Kaisheng Fan, Yishu Gao, Xunzhu Tang +2

Backdoored large language models (LLMs) exhibit attacker-specified behavior at inference time while retaining normal performance on benign inputs. Existing mitigations often requir…