A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning

Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana. A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning. In Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto José Bugarín Diz, Jose Maria Alonso-Moral, Senén Barro, Fredrik Heintz, editors, ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024). Volume 392 of Frontiers in Artificial Intelligence and Applications, pages 2162-2169, IOS Press, 2024. [doi]

Abstract

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