Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning

Uthaipon Tantipongpipat, Chris Waites, Digvijay Boob +2

We introduce the DP-auto-GAN framework for synthetic data generation, which combines the low dimensional representation of autoencoders with the flexibility of Generative Adversari…