Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach

Mohammad Hoseinpour, Milad Hoseinpour, Ali Aghagolzadeh

Machine learning (ML) models can memorize training datasets. As a result, training ML models over private datasets can lead to the violation of individuals' privacy. Differential p…