Logistic Regression Model for Differentially-Private Matrix Masked Data

Linh H Nghiem, Aidong A. Ding, Samuel Wu

A recently proposed scheme utilizing local noise addition and matrix masking enables data collection while protecting individual privacy from all parties, including the central dat…