CrypTorch: PyTorch-based Auto-tuning Compiler for Machine Learning with Multi-party Computation

Jinyu Liu, Gang Tan, Kiwan Maeng

MPC-based ML uses multi-party computation (MPC) to run machine learning (ML) workloads across multiple parties without each having to share their private data or model parameters.…