Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI

Dawood Wasif, Dian Chen 0007, Sindhuja Madabushi, Nithin Alluru, Terrence J. Moore, Jin-Hee Cho. Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI. In Emanuelle Burton, Nicholas Mattei, Andrés Páez, editors, Proceedings of the Eighth AAAI/ACM Conference on AI, Ethics, and Society, AIES 2025, Madrid, Spain, October 20-22, 2025, Main Track III & Student Abstracts. pages 2666-2677, AAAI Press, 2025. [doi]

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