DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges

24 June 2021

Papers citing "DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges"

13 / 13 papers shown

Title
Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report) Yongrui Zhong Yunqing Ge Jianbin Qin Yongrui Zhong Bo Tang Yu-Xuan Qiu Rui Mao Ye Yuan Makoto Onizuka Chuan Xiao 71 1 0 02 May 2024
PrivSyn: Differentially Private Data Synthesis Zhikun Zhang Tianhao Wang Ninghui Li Jean Honorio Michael Backes Shibo He Jiming Chen Yang Zhang SyDa 56 64 0 30 Dec 2020
New Oracle-Efficient Algorithms for Private Synthetic Data Release G. Vietri Grace Tian Mark Bun Thomas Steinke Zhiwei Steven Wu SyDa 155 77 0 10 Jul 2020
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning U. Tantipongpipat Chris Waites Digvijay Boob Amaresh Ankit Siva Rachel Cummings SyDa 74 31 0 06 Dec 2019
Graphical-model based estimation and inference for differential privacy Ryan McKenna Daniel Sheldon G. Miklau 63 144 0 26 Jan 2019
Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data Lorenzo Frigerio Anderson Santana de Oliveira L. Gomez Patrick Duverger SyDa AI4TS 71 109 0 08 Jan 2019
Differentially Private Releasing via Deep Generative Model (Technical Report) Xinyang Zhang S. Ji Ting Wang SyDa 52 71 0 05 Jan 2018
Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds Mark Bun Thomas Steinke 92 840 0 06 May 2016
Dual Query: Practical Private Query Release for High Dimensional Data Marco Gaboardi E. J. G. Arias Justin Hsu Aaron Roth Zhiwei Steven Wu 87 105 0 06 Feb 2014
A Learning Theory Approach to Non-Interactive Database Privacy Avrim Blum Katrina Ligett Aaron Roth 97 550 0 10 Sep 2011
Private Data Release via Learning Thresholds Moritz Hardt G. Rothblum Rocco A. Servedio 76 56 0 13 Jul 2011
Privately Releasing Conjunctions and the Statistical Query Barrier Anupam Gupta Moritz Hardt Aaron Roth Jonathan R. Ullman 121 148 0 04 Nov 2010
Optimizing Histogram Queries under Differential Privacy Chao Li Michael Hay Vibhor Rastogi G. Miklau A. Mcgregor 79 352 0 23 Dec 2009