Contract-based hierarchical security aggregation scheme for enhancing privacy in federated learning

Qianjin Wei; G. Mallikharjuna Rao; Xuanjing Wu

doi:10.1016/j.jisa.2024.103857

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JOURNAL ARTICLE

Contract-based hierarchical security aggregation scheme for enhancing privacy in federated learning

Qianjin Wei G. Mallikharjuna Rao Xuanjing Wu

Year: 2024 Journal: Journal of Information Security and Applications Vol: 85 Pages: 103857-103857 Publisher: Elsevier BV

DOI: 10.1016/j.jisa.2024.103857

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Keywords:

Scheme (mathematics) Computer security Computer science Data aggregator Internet privacy Information privacy Federated learning Business Computer network Distributed computing Wireless sensor network

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Privacy-Preserving Technologies in Data

Physical Sciences → Computer Science → Artificial Intelligence

Cryptography and Data Security

Physical Sciences → Computer Science → Artificial Intelligence

Access Control and Trust

Social Sciences → Social Sciences → Sociology and Political Science

Contract-based hierarchical security aggregation scheme for enhancing privacy in federated learning

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