A bounded-noise mechanism for differential privacy

7 December 2020

Papers citing "A bounded-noise mechanism for differential privacy"

16 / 16 papers shown

Title
On Avoiding the Union Bound When Answering Multiple Differentially Private Queries Badih Ghazi Ravi Kumar Pasin Manurangsi FedML 39 10 0 16 Dec 2020
Sharp Concentration Results for Heavy-Tailed Distributions Milad Bakhshizadeh A. Maleki Víctor Pena 32 22 0 30 Mar 2020
A New Analysis of Differential Privacy's Generalization Guarantees Christopher Jung Katrina Ligett Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Moshe Shenfeld FedML 41 47 0 09 Sep 2019
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis Ryan M. Rogers Aaron Roth Adam D. Smith Nathan Srebro Om Thakkar Blake E. Woodworth 67 17 0 21 Jun 2019
The Bounded Laplace Mechanism in Differential Privacy N. Holohan S. Antonatos S. Braghin Pól Mac Aonghusa 30 65 0 30 Aug 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising Borja Balle Yu Wang MLT 47 395 0 16 May 2018
Calibrating Noise to Variance in Adaptive Data Analysis Vitaly Feldman Thomas Steinke 55 48 0 19 Dec 2017
Generalization for Adaptively-chosen Estimators via Stable Median Vitaly Feldman Thomas Steinke 109 42 0 15 Jun 2017
Generalized Gaussian Mechanism for Differential Privacy Fang Liu 94 135 0 19 Feb 2016
Algorithmic Stability for Adaptive Data Analysis Raef Bassily Kobbi Nissim Adam D. Smith Thomas Steinke Uri Stemmer Jonathan R. Ullman 68 267 0 08 Nov 2015
Between Pure and Approximate Differential Privacy Thomas Steinke Jonathan R. Ullman FedML 52 159 0 24 Jan 2015
Preserving Statistical Validity in Adaptive Data Analysis Cynthia Dwork Vitaly Feldman Moritz Hardt T. Pitassi Omer Reingold Aaron Roth 49 375 0 10 Nov 2014
Preventing False Discovery in Interactive Data Analysis is Hard Moritz Hardt Jonathan R. Ullman 47 125 0 06 Aug 2014
Fingerprinting Codes and the Price of Approximate Differential Privacy Mark Bun Jonathan R. Ullman Salil P. Vadhan FedML 42 211 0 13 Nov 2013
Interactive Privacy via the Median Mechanism Aaron Roth Tim Roughgarden 78 283 0 10 Nov 2009
On the Geometry of Differential Privacy Moritz Hardt Kunal Talwar 87 462 0 21 Jul 2009