Federated learning and differential privacy in clinical health: extensive survey

HIGHLIGHTS

  • who: David Odera from the Tom Mboya University, Computer Science and Information Technology, POBox, Homa-Bay, Kenya. have published the article: Federated learning and differential privacy in clinical health: Extensive survey, in the Journal: (JOURNAL)
  • what: The article describes the application areas without demonstrating any specific implementation or even evaluation against any data distribution Secure Multiparty Computation (SMC) [131] Differential Privacy Homomorphic Encryptio SGD Framework A Hybrid Approach to PrivacyPreserving Federated Learnin The model proposed comprised of four interconnecting phases: data collection phase, data storage phase, data processing and analysis, and knowledge creation. There are . . .

     

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