Physical Side-Channel Attacks on Edge LLMs: Extracting Output Tokens and User Prompts

Najeh Alhalawani, Gunes Acar, Zhuoran Liu +1

The deployment of large language models (LLMs) on edge devices is largely motivated by privacy concerns over sharing sensitive user data with cloud servers. In this paper, we demon…