Differentially Private SQL with Bounded User Contribution
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Citation: Royce J Wilson, Celia Yuxin Zhang, William Lam, Damien Desfontaines, Daniel Simmons-Marengo, Bryant Gipson Differentially Private SQL with Bounded User Contribution.
Internet Archive Scholar (search for fulltext): Differentially Private SQL with Bounded User Contribution
Wikidata (metadata): Q67199205
Download: https://arxiv.org/abs/1909.01917
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Summary
Describes a differential privacy method differing in two major ways from existing implementations: support of the common case where a single user is associated with multiple rows, and support of arbitrary GROUP BY statements.
Theoretical and Practical Relevance
https://github.com/google/differential-privacy/ is an open source implementation of the method described.