SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems

Muhammad Asad; Muhammad Aslam; Syeda Fizzah Jilani; Saima Shaukat; Manabu Tsukada

doi:10.3390/fi14110338

SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems

Muhammad Asad, Muhammad Aslam, Syeda Fizzah Jilani, Saima Shaukat, Manabu Tsukada

科研成果: 期刊稿件 › 文章 › 同行评审

源语言	英语
文章编号	338
期刊	Future Internet
卷	14
期	11
DOI	https://doi.org/10.3390/fi14110338
出版状态	已出版 - 11月 2022
已对外发布	是

!!!ASJC Scopus Subject Areas

计算机网络与通信

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title = "SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems",

keywords = "federated learning, hierarchical clustering, K-Anonymity, privacy-preserving",

author = "Muhammad Asad and Muhammad Aslam and Jilani, {Syeda Fizzah} and Saima Shaukat and Manabu Tsukada",

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KW - privacy-preserving

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SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems

!!!ASJC Scopus Subject Areas

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