High performance logistic regression for privacy-preserving genome analysis

摘要

Overview of MPC based secure logistic regression (LR) training. Each of n data owners secret shares their own training data between two data processors. The data processors engage in computations and communications to train a ML model, which is at the end revealed to the data owners