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

Practical components for DP synthetic data system

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Mon 14 Jul 11:15 a.m. PDT — 11:55 a.m. PDT

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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