Optimizing linear counting queries under differential privacy

Chao Li, Michael Hay, Vibhor Rastogi, Gerome Miklau, Andrew McGregor · 2010

Differential privacy is a robust privacy standard that has been successfully applied to a range of data analysis tasks. But despite much recent work, optimal strategies for answering a collection of related queries are not known.

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