Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC

Tianshi Xu, Wen-jie Lu, Jiangrui Yu +4

This paper presents an efficient framework for private Transformer inference that combines Homomorphic Encryption (HE) and Secure Multi-party Computation (MPC) to protect data priv…