Differentially Private Algorithms for Linear Queries via Stochastic Convex Optimization

Giorgio Micali, Clement Lezane, Annika Betken

This article establishes a method to answer a finite set of linear queries on a given dataset while ensuring differential privacy. To achieve this, we formulate the corresponding t…