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Advancing Federated Learning Frameworks for Privacy-preserving Cyber Threat Detection in Healthcare Systems

Abstract Federated learning (FL) has emerged as a promising paradigm for privacy-preserving analytics in distributed healthcare systems, yet its deployment for real-time cybersecurity in mobile health (mHealth) environments remains insufficiently understood. This study presents a domain-specific fed...

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Bibliografische gegevens
Hoofdauteurs: Anayo Chukwu Ikegwu, Uzoma Rita Alo, Henry Friday Nweke, Deborah Uzoamaka Ebem
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Springer 2026-03-01
Reeks:International Journal of Computational Intelligence Systems
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Online toegang:https://doi.org/10.1007/s44196-026-01274-3
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