Formal Privacy for Partially Private Data

v1v2v3 (latest)

Formal Privacy for Partially Private Data

3 April 2022

Aleksandra B. Slavkovic

ArXiv (abs)PDF HTML

Papers citing "Formal Privacy for Partially Private Data"

13 / 13 papers shown

Title
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms Jeremy Seeman M. Reimherr Aleksandra B. Slavkovic 81 11 0 03 Apr 2022
Subspace Differential Privacy Jie Gao Ruobin Gong Fang-Yi Yu 46 17 0 26 Aug 2021
Privacy-Aware Rejection Sampling Jordan Awan Vinayak A. Rao 63 7 0 02 Aug 2021
Attribute Privacy: Framework and Mechanisms Wanrong Zhang O. Ohrimenko Rachel Cummings 80 38 0 08 Sep 2020
Congenial Differential Privacy under Mandated Disclosure Ruobin Gong Xiangxu Meng 25 26 0 24 Aug 2020
CoinPress: Practical Private Mean and Covariance Estimation Sourav Biswas Yihe Dong Gautam Kamath Jonathan R. Ullman 81 117 0 11 Jun 2020
Private Query Release Assisted by Public Data Raef Bassily Albert Cheu Shay Moran Aleksandar Nikolov Jonathan R. Ullman Zhiwei Steven Wu 126 49 0 23 Apr 2020
DP-CGAN: Differentially Private Synthetic Data and Label Generation Reihaneh Torkzadehmahani Peter Kairouz B. Paten SyDa 74 239 0 27 Jan 2020
Exact Inference with Approximate Computation for Differentially Private Data via Perturbations Ruobin Gong 63 25 0 26 Sep 2019
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 149 125 0 04 Jun 2019
Generating Poisson-Distributed Differentially Private Synthetic Data Harrison Quick 17 20 0 02 Jun 2019
Optimizing error of high-dimensional statistical queries under differential privacy Ryan McKenna G. Miklau Michael Hay Ashwin Machanavajjhala 73 114 0 10 Aug 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data Jordan Awan Aleksandra B. Slavkovic 60 53 0 23 May 2018