Articles with "round secure" as a keyword



Verifiable and Lightweight Multi-Round Secure Federated Learning

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Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2025.3606413

Abstract: Federated learning (FL) is a paradigm that ensures the confidentiality and accessibility of data without requiring the collection of private data from multiple sources. It acquires an aggregation model by integrating various local models from… read more here.

Keywords: round secure; verifiable lightweight; secure; multi round ... See more keywords