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Exploring the Unfairness of DP-SGD Across Settings

Exploring the Unfairness of DP-SGD Across Settings

24 February 2022
Frederik Noe
R. Herskind
Anders Søgaard
ArXivPDFHTML

Papers citing "Exploring the Unfairness of DP-SGD Across Settings"

2 / 2 papers shown
Title
An Empirical Analysis of Fairness Notions under Differential Privacy
An Empirical Analysis of Fairness Notions under Differential Privacy
Anderson Santana de Oliveira
Caelin Kaplan
Khawla Mallat
Tanmay Chakraborty
FedML
13
7
0
06 Feb 2023
Individual Privacy Accounting for Differentially Private Stochastic
  Gradient Descent
Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent
Da Yu
Gautam Kamath
Janardhan Kulkarni
Tie-Yan Liu
Jian Yin
Huishuai Zhang
6
17
0
06 Jun 2022
1