A local differential privacy mechanism using geometric noise achieves better statistical utility for counting queries than prior LDP mechanisms.
Duchi, Michael I
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Utility-Preserving Privacy Mechanisms for Counting Queries
A local differential privacy mechanism using geometric noise achieves better statistical utility for counting queries than prior LDP mechanisms.