MPC-Pipe: an Efficient Pipeline Scheme for Secure Multi-party Machine Learning Inference

Yongqin Wang, Rachit Rajat, Murali Annavaram

Multi-party computing (MPC) has been gaining popularity as a secure computing model over the past few years. However, prior works have demonstrated that MPC protocols still pay sub…