A Statistical Viewpoint on Differential Privacy: Hypothesis Testing,
Representation and Blackwell's Theorem

A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem

14 September 2024

Weijie J. Su

Papers citing "A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem"

11 / 11 papers shown

Title
The 2020 United States Decennial Census Is More Private Than You (Might) Think Buxin Su Weijie J. Su Chendi Wang 52 3 0 11 Oct 2024
Federated Learning of Gboard Language Models with Differential Privacy Zheng Xu Yanxiang Zhang Galen Andrew Christopher A. Choquette-Choo Peter Kairouz H. B. McMahan Jesse Rosenstock Yuanbo Zhang FedML 68 79 0 29 May 2023
Canonical Noise Distributions and Private Hypothesis Tests Jordan Awan Salil P. Vadhan 11 10 0 09 Aug 2021
Federated $f$ -Differential Privacy Qinqing Zheng Shuxiao Chen Qi Long Weijie J. Su FedML 97 55 0 22 Feb 2021
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 48 124 0 04 Jun 2019
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 167 423 0 29 Nov 2018
Subsampled Rényi Differential Privacy and Analytical Moments Accountant Yu Wang Borja Balle S. Kasiviswanathan 54 397 0 31 Jul 2018
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 59 382 0 04 Jul 2018
Collecting Telemetry Data Privately Bolin Ding Janardhan Kulkarni Sergey Yekhanin 35 676 0 05 Dec 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 200 4,075 0 18 Oct 2016
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 51 1,977 0 25 Jul 2014