Articles with "efficient aggregation" as a keyword



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SEAR: Secure and Efficient Aggregation for Byzantine-Robust Federated Learning

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Published in 2022 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2021.3093711

Abstract: Federated learning facilitates the collaborative training of a global model among distributed clients without sharing their training data. Secure aggregation, a new security primitive for federated learning, aims to preserve the confidentiality of both local… read more here.

Keywords: aggregation; federated learning; secure efficient; byzantine ... See more keywords