privGAN: Protecting GANs from membership inference attacks at low cost

Sumit Mukherjee, Yixi Xu, Anusua Trivedi +1

Generative Adversarial Networks (GANs) have made releasing of synthetic images a viable approach to share data without releasing the original dataset. It has been shown that such s…