Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics

Shide Zhou, Kailong Wang, Ling Shi +1

The widespread adoption of Large Language Models (LLMs) in critical applications has introduced severe reliability and security risks, as LLMs remain vulnerable to notorious threat…