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

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

Research output: Contribution to journalArticlepeer-review

13 Citations (Scopus)
Original languageEnglish
Article number338
JournalFuture Internet
Volume14
Issue number11
DOIs
Publication statusPublished - Nov 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Computer Networks and Communications

Keywords

  • federated learning
  • hierarchical clustering
  • K-Anonymity
  • privacy-preserving

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