Defending Large Language Models Against Attacks With Residual Stream Activation Analysis

Amelia Kawasaki, Andrew Davis, Houssam Abbas

The widespread adoption of Large Language Models (LLMs), exemplified by OpenAI's ChatGPT, brings to the forefront the imperative to defend against adversarial threats on these mode…