On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms

8 May 2016

Papers citing "On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms"

11 / 11 papers shown

Title
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing Ece Naz Erdemir P. Dragotti Deniz Gunduz 12 8 0 11 Feb 2022
Perturbed M-Estimation: A Further Investigation of Robust Statistics for Differential Privacy Aleksandra B. Slavkovic Roberto Molinari 17 5 0 05 Aug 2021
Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary Ece Naz Erdemir P. Dragotti Deniz Gunduz 33 9 0 16 Feb 2021
Reasoning About Generalization via Conditional Mutual Information Thomas Steinke Lydia Zakynthinou 23 159 0 24 Jan 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 113 147 0 06 Nov 2019
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 31 121 0 04 Jun 2019
Three Tools for Practical Differential Privacy K. V. D. Veen Ruben Seggers Peter Bloem Giorgio Patrini 11 39 0 07 Dec 2018
Generating Artificial Data for Private Deep Learning Aleksei Triastcyn Boi Faltings 13 48 0 08 Mar 2018
Calibrating Noise to Variance in Adaptive Data Analysis Vitaly Feldman Thomas Steinke 35 47 0 19 Dec 2017
Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting Samuel Yeom Irene Giacomelli Matt Fredrikson S. Jha MIACV 18 39 0 05 Sep 2017
Per-instance Differential Privacy Yu-Xiang Wang 31 5 0 24 Jul 2017