84 citations · 228 across the 15 of their papers we have counts for
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cs.CR2020★ 20 cited
Permute-and-Flip: A new mechanism for differentially private selection
Ryan McKenna, Daniel Sheldon
We consider the problem of differentially private selection. Given a finite set of candidate items and a quality score for each item, our goal is to design a differentially private…
cs.DB2020
A workload-adaptive mechanism for linear queries under local differential privacy
Ryan McKenna, Raj Kumar Maity, Arya Mazumdar +1
We propose a new mechanism to accurately answer a user-provided set of linear counting queries under local differential privacy (LDP). Given a set of linear counting queries (the w…