A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results

23 May 2024

Papers citing "A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results"

3 / 3 papers shown

Title
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 29 0 0 12 May 2025
Survey on Fairness Notions and Related Tensions Guilherme Alves Fabien Bernier Miguel Couceiro K. Makhlouf C. Palamidessi Sami Zhioua FaML 33 25 0 16 Sep 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019