Techniques for DP synthetic IMAGE data creation
2025
in
Tutorial: DP-fy your DATA: How to (and why) synthesize Differentially Private Synthetic Data
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,
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