207 citations · 833 across the 51 of their papers we have counts for
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cs.CR2014
On the Relation Between Identifiability, Differential Privacy and Mutual-Information Privacy
Weina Wang, Lei Ying, Junshan Zhang
This paper investigates the relation between three different notions of privacy: identifiability, differential privacy and mutual-information privacy. Under a unified privacy-disto…
cs.CR2014
A Minimax Distortion View of Differentially Private Query Release
Weina Wang, Lei Ying, Junshan Zhang
We consider the problem of differentially private query release through a synthetic database approach. Departing from the existing approaches that require the query set to be speci…