Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism

8 October 2020

Papers citing "Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism"

7 / 7 papers shown

Title
Propose, Test, Release: Differentially private estimation with high probability Victor-Emmanuel Brunel Marco Avella-Medina FedML 28 22 0 19 Feb 2020
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation Mark Bun Thomas Steinke 59 74 0 06 Jun 2019
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA Jordan Awan Ana M. Kenney M. Reimherr Aleksandra B. Slavkovic 11 34 0 30 Jan 2019
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 59 1,977 0 25 Jul 2014
Differentially Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds Raef Bassily Adam D. Smith Abhradeep Thakurta FedML 95 371 0 27 May 2014
A Learning Theory Approach to Non-Interactive Database Privacy Avrim Blum Katrina Ligett Aaron Roth 68 550 0 10 Sep 2011
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 89 482 0 16 Nov 2008