SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification.
Ashwinee PandaSaeed MahloujifarArjun Nitin BhagojiSupriyo ChakrabortyPrateek MittalPublished in: AISTATS (2022)
Keyphrases
- statistical model
- computational model
- learning scheme
- learning phase
- decision theoretic
- learning models
- learning process
- mathematical model
- management system
- similarity measure
- learning algorithm
- probability distribution
- theoretical framework
- active learning
- prior knowledge
- learning tasks
- artificial neural networks
- objective function
- web services