Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker
AWS Machine Learning
MARCH 15, 2024
Additionally, locally trained information can expose private data if reconstructed through an inference attack. To mitigate these risks, the FL model uses personalized training algorithms and effective masking and parameterization before sharing information with the training coordinator.
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