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2405.14725
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A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results
IEEE Computer Security Foundations Symposium (CSF), 2024
23 May 2024
K. Makhlouf
Tamara Stefanovic
Héber H. Arcolezi
C. Palamidessi
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Papers citing
"A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results"
4 / 4 papers shown
Quantifying Classifier Utility under Local Differential Privacy
Ye Zheng
Yidan Hu
200
0
0
03 Jul 2025
Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML Fairness
Héber H. Arcolezi
Mina Alishahi
Adda-Akram Bendoukha
Nesrine Kaaniche
180
0
0
12 May 2025
P2NIA: Privacy-Preserving Non-Iterative Auditing
Jade Garcia Bourrée
H. Lautraite
Sébastien Gambs
Gilles Tredan
Erwan Le Merrer
Benoit Rottembourg
311
3
0
01 Apr 2025
SoK: What Makes Private Learning Unfair?
Kai Yao
Marc Juarez
239
1
0
24 Jan 2025
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