The Laplace Mechanism has optimal utility for differential privacy over continuous queries

15 May 2021

Papers citing "The Laplace Mechanism has optimal utility for differential privacy over continuous queries"

6 / 6 papers shown

Title
Optimal Piecewise-based Mechanism for Collecting Bounded Numerical Data under Local Differential Privacy Ye Zheng Sumita Mishra Yidan Hu 14 0 0 21 May 2025
Smooth Sensitivity Revisited: Towards Optimality Richard Hladík Jakub Tetek 45 0 0 06 Jul 2024
On the Query Complexity of Training Data Reconstruction in Private Learning Prateeti Mukherjee Satyanarayana V. Lokam 40 0 0 29 Mar 2023
A privacy preserving querying mechanism with high utility for electric vehicles U. Atmaca Sayan Biswas Carsten Maple C. Palamidessi 38 6 0 04 Jun 2022
Universal Optimality and Robust Utility Bounds for Metric Differential Privacy Natasha Fernandes Annabelle McIver C. Palamidessi Ming Ding 14 12 0 03 May 2022
Offset-Symmetric Gaussians for Differential Privacy Parastoo Sadeghi Mehdi Korki 34 8 0 13 Oct 2021