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On the Impact of Multi-dimensional Local Differential Privacy on
  Fairness

On the Impact of Multi-dimensional Local Differential Privacy on Fairness

7 December 2023
K. Makhlouf
Héber H. Arcolezi
Sami Zhioua
G. B. Brahim
C. Palamidessi
ArXivPDFHTML

Papers citing "On the Impact of Multi-dimensional Local Differential Privacy on Fairness"

5 / 5 papers shown
Title
Bipartite Randomized Response Mechanism for Local Differential Privacy
Bipartite Randomized Response Mechanism for Local Differential Privacy
Shun Zhang
Hai Zhu
Zhili Chen
N. Xiong
23
0
0
29 Apr 2025
Survey on Fairness Notions and Related Tensions
Survey on Fairness Notions and Related Tensions
Guilherme Alves
Fabien Bernier
Miguel Couceiro
K. Makhlouf
C. Palamidessi
Sami Zhioua
FaML
28
24
0
16 Sep 2022
Robin Hood and Matthew Effects: Differential Privacy Has Disparate
  Impact on Synthetic Data
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
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
294
4,187
0
23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism
  prediction instruments
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
185
2,082
0
24 Oct 2016
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