PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers

Wei Xie, Yang Wang, Steven M. Boker +1

Safeguarding privacy in machine learning is highly desirable, especially in collaborative studies across many organizations. Privacy-preserving distributed machine learning (based…