Secure verifiable aggregation for blockchain-based federated averaging

Secure verifiable aggregation for blockchain-based federated averaging

IoT devices’ storage and computation capacities are constantly increasing in recent years, which brings critical challenges in data privacy protection. Federated learning (FL) and blockchain technology are two popular techniques used in IoT data aggregation, where FL enables data training with priva...

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Bibliographic Details
Main Authors: Saide Zhu, Ruinian Li, Zhipeng Cai, Donghyun Kim, Daehee Seo, Wei Li
Format: Article
Language:English
Published: Elsevier 2022-03-01
Series:High-Confidence Computing
Subjects:
Blockchain
Federated learning
Secret sharing
Privacy
Online Access:http://www.sciencedirect.com/science/article/pii/S2667295221000362

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http://www.sciencedirect.com/science/article/pii/S2667295221000362

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