Accuracy-Privacy Tradeoffs for Two-Party Differentially Private Protocols

Differential privacy (DP) is a well-studied notion of privacy that is generally achieved by randomizing outputs to preserve the privacy of the input records. A central problem in differential privacy is how much accuracy must be lost in order to preserve input privacy?

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