Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds

6 May 2016

Papers citing "Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds"

6 / 206 papers shown

Title
Generalization for Adaptively-chosen Estimators via Stable Median Vitaly Feldman Thomas Steinke 34 42 0 15 Jun 2017
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM Katrina Ligett Seth Neel Aaron Roth Bo Waggoner Zhiwei Steven Wu 13 92 0 30 May 2017
PrivÍT: Private and Sample Efficient Identity Testing Bryan Cai C. Daskalakis Gautam Kamath 24 51 0 29 Mar 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 40 1,378 0 24 Feb 2017
Differentially Private Variational Inference for Non-conjugate Models Joonas Jälkö O. Dikmen Antti Honkela FedML 21 48 0 27 Oct 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 16 6,000 0 01 Jul 2016