Per-instance Differential Privacy

24 July 2017

Papers citing "Per-instance Differential Privacy"

16 / 16 papers shown

Title
Renyi Differential Privacy Ilya Mironov 77 1,253 0 24 Feb 2017
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 189 6,109 0 01 Jul 2016
On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms Yu Wang Jing Lei S. Fienberg 36 48 0 08 May 2016
Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds Mark Bun Thomas Steinke 84 831 0 06 May 2016
On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis James R. Foulds J. Geumlek Max Welling Kamalika Chaudhuri 55 102 0 23 Mar 2016
Concentrated Differential Privacy Cynthia Dwork G. Rothblum 65 448 0 06 Mar 2016
Differentially Private Ordinary Least Squares Or Sheffet 39 116 0 09 Jul 2015
Fast Differentially Private Matrix Factorization Ziqi Liu Yu Wang Alex Smola FedML 89 124 0 06 May 2015
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo Yu Wang S. Fienberg Alex Smola 57 248 0 26 Feb 2015
Privacy and Statistical Risk: Formalisms and Minimax Bounds Rina Foygel Barber John C. Duchi PILM 65 92 0 15 Dec 2014
Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases Fei Yu Michal Rybár Caroline Uhler S. Fienberg SyDa 48 50 0 30 Jul 2014
Bayesian Differential Privacy through Posterior Sampling Christos Dimitrakakis B. Nelson and Zuhe Zhang Aikaterini Mitrokotsa Benjamin I. P. Rubinstein 69 118 0 05 Jun 2013
Fast approximation of matrix coherence and statistical leverage P. Drineas M. Magdon-Ismail Michael W. Mahoney David P. Woodruff 140 531 0 18 Sep 2011
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 121 1,487 0 01 Dec 2009
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 100 485 0 16 Nov 2008
Efficient, Differentially Private Point Estimators Adam D. Smith FedML 71 78 0 27 Sep 2008