115 citations · 816 across the 62 of their papers we have counts for
Showing 2020 · cs.CRShow all
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cs.CR2020★ 21 cited
Individual Privacy Accounting via a Renyi Filter
Vitaly Feldman, Tijana Zrnic
We consider a sequential setting in which a single dataset of individuals is used to perform adaptively-chosen analyses, while ensuring that the differential privacy loss of each p…
cs.CR2020★ 36 cited
Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation
Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov +4
Recently, a number of approaches and techniques have been introduced for reporting software statistics with strong privacy guarantees. These range from abstract algorithms to compr…