Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy

9 June 2022

Papers citing "Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy"

10 / 10 papers shown

Title
Canonical Noise Distributions and Private Hypothesis Tests Jordan Awan Salil P. Vadhan 13 10 0 09 Aug 2021
Optimal Accounting of Differential Privacy via Characteristic Function Yuqing Zhu Jinshuo Dong Yu Wang 33 100 0 16 Jun 2021
A Central Limit Theorem for Differentially Private Query Answering Jinshuo Dong Weijie J. Su Linjun Zhang 52 15 0 15 Mar 2021
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 16 34 0 30 Jan 2019
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 64 384 0 04 Jul 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data Jordan Awan Aleksandra B. Slavkovic 53 53 0 23 May 2018
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 170 6,069 0 01 Jul 2016
Between Pure and Approximate Differential Privacy Thomas Steinke Jonathan R. Ullman FedML 55 159 0 24 Jan 2015
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 93 1,482 0 01 Dec 2009
On the Geometry of Differential Privacy Moritz Hardt Kunal Talwar 92 462 0 21 Jul 2009