Gaussian Differential Privacy on Riemannian Manifolds

9 November 2023

Papers citing "Gaussian Differential Privacy on Riemannian Manifolds"

8 / 8 papers shown

Title
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation Carlos Soto M. Reimherr Aleksandra B. Slavkovic Mark Shriver CVBM 44 1 0 10 Sep 2024
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy Yi Liu Ke Sun Linglong Kong Bei Jiang 46 6 0 17 Oct 2022
Differentially Private Fréchet Mean on the Manifold of Symmetric Positive Definite (SPD) Matrices with log-Euclidean Metric Saiteja Utpala Praneeth Vepakomma Nina Miolane 40 8 0 08 Aug 2022
Statistical models and probabilistic methods on Riemannian manifolds Salem Said 17 3 0 26 Jan 2021
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 79 387 0 04 Jul 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising Borja Balle Yu Wang MLT 66 403 0 16 May 2018
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Salem Said Lionel Bombrun Y. Berthoumieu J. Manton 40 141 0 07 Jul 2015
The Composition Theorem for Differential Privacy Peter Kairouz Sewoong Oh Pramod Viswanath 104 679 0 04 Nov 2013