Differentially private partition selection

Many data analysis operations can be expressed as a GROUP BY query on an unbounded set of partitions, followed by a per-partition aggregation. To make such a query differentially private, adding noise to each aggregation is not enough: we also need to make sure that the set of partitions released is...

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Auteurs principaux: Desfontaines Damien, Voss James, Gipson Bryant, Mandayam Chinmoy
Format: article
Langue:EN
Publié: Sciendo 2022
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Accès en ligne:https://doaj.org/article/2e1cf58588f649af83395584400bc266
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