Methods for DP synthetic TABULAR data
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 talk about methods for DP tabular data - namely very successful group of marginal based methods, as well as more recent generative AI based methods. We will also outline the metrics that can be used for evaluating quality and fidelity of tabular dataset
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