Practical components for DP synthetic data system
2025 Presentation
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
In this presentation we outline crucial components that need to be put in place by any creator of DP synthetic data: contribution bounding, safe data handling, empirical privacy testing and lineage, and will highlight gotchas to look out for.
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