Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries

22 September 2021

Papers citing "Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries"

7 / 7 papers shown

Title
Permute-and-Flip: A new mechanism for differentially private selection Ryan McKenna Daniel Sheldon 128 49 0 23 Oct 2020
Issues Encountered Deploying Differential Privacy S. Garfinkel John M. Abowd Sarah Powazek 30 110 0 06 Sep 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising Borja Balle Yu Wang MLT 49 395 0 16 May 2018
Privacy in the Internet of Things: Threats and Challenges J. H. Ziegeldorf Óscar García-Morchón Klaus Wehrle 33 522 0 28 May 2015
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 64 1,977 0 25 Jul 2014
The Optimal Mechanism in Differential Privacy: Multidimensional Setting Quan Geng Pramod Viswanath 107 123 0 02 Dec 2013
Differentially Private Grids for Geospatial Data Wahbeh H. Qardaji Weining Yang Ninghui Li 59 260 0 06 Sep 2012