Byzantine-resilient decentralized network learning

DOI10.1007/S42952-023-00249-WMaRDI QIDQ6581395

Lei Wang, Yaohong Yang

Publication date: 30 July 2024

Published in: Journal of the Korean Statistical Society (Search for Journal in Brave)

zbMATH Keywords

gradient descentrobust aggregationByzantine attackdecentralized federated learning

Mathematics Subject Classification ID

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Cites Work

• High-dimensional integrative analysis with homogeneity and sparsity recovery
• Distributed differential privacy via shuffling
• On the Convergence of Decentralized Gradient Descent
• The Byzantine Generals Problem
• Advances and Open Problems in Federated Learning
• Network Gradient Descent Algorithm for Decentralized Federated Learning
• Fast and robust sparsity learning over networks: a decentralized surrogate median regression approach
• Robust aggregation for federated learning
• Byzantine-resilient decentralized stochastic optimization with robust aggregation rules

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