The Bounded Gaussian Mechanism for Differential Privacy

30 November 2022

Papers citing "The Bounded Gaussian Mechanism for Differential Privacy"

12 / 12 papers shown

Title
Differential Privacy for Symbolic Systems with Application to Markov Chains Bo Chen Kevin J. Leahy Austin M. Jones Matthew T. Hale 30 18 0 07 Feb 2022
Edge Differential Privacy for Algebraic Connectivity of Graphs Bo Chen C. Hawkins Kasra Yazdani Matthew T. Hale 17 9 0 01 Apr 2021
Federated Learning with Differential Privacy: Algorithms and Performance Analysis Kang Wei Jun Li Ming Ding Chuan Ma Heng Yang Farokhi Farhad Shi Jin Tony Q.S. Quek H. Vincent Poor FedML 127 1,624 0 01 Nov 2019
Differentially Private Model Publishing for Deep Learning Lei Yu Ling Liu C. Pu Mehmet Emre Gursoy Stacey Truex FedML 77 265 0 03 Apr 2019
The Bounded Laplace Mechanism in Differential Privacy N. Holohan S. Antonatos S. Braghin Pól Mac Aonghusa 44 66 0 30 Aug 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising Borja Balle Yu Wang MLT 85 410 0 16 May 2018
MVG Mechanism: Differential Privacy under Matrix-Valued Query Thee Chanyaswad Alex Dytso H. Vincent Poor Prateek Mittal 43 51 0 02 Jan 2018
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,162 0 01 Jul 2016
Generalized Gaussian Mechanism for Differential Privacy Fang Liu 118 136 0 19 Feb 2016
Private Learning and Sanitization: Pure vs. Approximate Differential Privacy A. Beimel Kobbi Nissim Uri Stemmer 102 196 0 10 Jul 2014
Differentially Private Filtering Jérôme Le Ny George J. Pappas 76 363 0 18 Jul 2012
On the `Semantics' of Differential Privacy: A Bayesian Formulation S. Kasiviswanathan Adam D. Smith 110 167 0 27 Mar 2008