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20152021
most citedIBM Federated Learning: an Enterprise Framework White Paper V0.1

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cs.DM2015

Differentially Private Response Mechanisms on Categorical Data

Naoise Holohan, Doug Leith, Oliver Mason

We study mechanisms for differential privacy on finite datasets. By deriving \emph{sufficient sets} for differential privacy we obtain necessary and sufficient conditions for diffe…