A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses

18 October 2023

Papers citing "A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses"

4 / 4 papers shown

Title
Hyperparameter Tuning with Renyi Differential Privacy Nicolas Papernot Thomas Steinke 129 119 0 07 Oct 2021
Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data Georgi Ganev Bristena Oprisanu Emiliano De Cristofaro 37 57 0 23 Sep 2021
Stealing Links from Graph Neural Networks Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang AAML 63 168 0 05 May 2020
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 196 358 0 24 Mar 2020