Differentially Private Synthetic Data Generation via Lipschitz-Regularised Variational Autoencoders

Benedikt Groß, Gerhard Wunder

Synthetic data has been hailed as the silver bullet for privacy preserving data analysis. If a record is not real, then how could it violate a person's privacy? In addition, deep-l…