SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification.
Ashwinee PandaSaeed MahloujifarArjun Nitin BhagojiSupriyo ChakrabortyPrateek MittalPublished in: CoRR (2021)
Keyphrases
- formal model
- probabilistic model
- machine learning
- management system
- em algorithm
- decision theoretic
- learning models
- theoretical framework
- parameter estimation
- unsupervised learning
- neural network
- digital images
- reinforcement learning
- prior knowledge
- statistical model
- learning mechanism
- learning algorithm
- hidden variables
- feature selection
- neural nets
- training data
- conceptual model
- experimental data
- bayesian networks
- computational model
- learning systems
- multi agent
- learning process
- knowledge acquisition