Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences

4 July 2018

Gilles Barthe

Papers citing "Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences"

4 / 104 papers shown

Title
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 150 420 0 29 Nov 2018
Subsampled Rényi Differential Privacy and Analytical Moments Accountant Yu Wang Borja Balle S. Kasiviswanathan 14 398 0 31 Jul 2018
Sampling Without Compromising Accuracy in Adaptive Data Analysis Benjamin Fish L. Reyzin Benjamin I. P. Rubinstein 50 8 0 28 Sep 2017
Variational Bayes In Private Settings (VIPS) Mijung Park James R. Foulds Kamalika Chaudhuri Max Welling 21 42 0 01 Nov 2016