Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data

Christian Arnold, Marcel Neunhoeffer

Recent advances in generating synthetic data that allow to add principled ways of protecting privacy -- such as Differential Privacy -- are a crucial step in sharing statistical in…