Learning Numeric Optimal Differentially Private Truncated Additive Mechanisms

David M. Sommer, Lukas Abfalterer, Sheila Zingg +1

Differentially private (DP) mechanisms face the challenge of providing accurate results while protecting their inputs: the privacy-utility trade-off. A simple but powerful techniqu…