Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks

Haotian Jin, Yang Li, Haihui Fan +3

Backdoor attacks pose a serious threat to the security of large language models (LLMs), causing them to exhibit anomalous behavior under specific trigger conditions. The design of…