An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs

Rahul Thomas, Louai Zahran, Erica Choi +3

Recent advances in Large Language Models (LLMs) have led to the widespread adoption of third-party inference services, raising critical privacy concerns. Existing methods of perfor…