in
Tutorial: DP-fy your DATA: How to (and why) synthesize Differentially Private Synthetic Data

Techniques for DP synthetic IMAGE data creation

2025
in
Tutorial: DP-fy your DATA: How to (and why) synthesize Differentially Private Synthetic Data

Abstract

We will cover DP finetuning and DP training of GANs and Diffusion models, PATE-style algorithms for image synthesis and Private Evolution. We will compare the methods and give recommendations for the choice of the method,

Video

Chat is not available.