An Analysis of Byzantine-Tolerant Aggregation Mechanisms on Model Poisoning in Federated Learning

Mary Roszel, Robert Norvill, Radu State. An Analysis of Byzantine-Tolerant Aggregation Mechanisms on Model Poisoning in Federated Learning. In Vicenç Torra, Yasuo Narukawa, editors, Modeling Decisions for Artificial Intelligence - 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 - September 2, 2022, Proceedings. Volume 13408 of Lecture Notes in Computer Science, pages 143-155, Springer, 2022. [doi]

Abstract

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