journalarticle
Locally Differentially Private Protocols for Frequency Estimation
USENIX Security Symposium2017-08-01 674 citations17 references
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Abstract
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TL;DRThis paper introduces a framework that generalizes several LDP protocols proposed in the literature and yields a simple and fast aggregation algorithm, whose accuracy can be precisely analyzed, resulting in two new protocols that provide better utility than protocols previously proposed. (Semantic Scholar)