Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models -- A review and challenges for practice

Flavio Hafner, Chang Sun

Synthetic data generators, when trained using privacy-preserving techniques like differential privacy, promise to produce synthetic data with formal privacy guarantees, facilitatin…