Advancing Federated Learning Through Novel Mechanism for Privacy Preservation in Healthcare Applications

Advancing Federated Learning Through Novel Mechanism for Privacy Preservation in Healthcare Applications

The domain of healthcare data collaboration heralds an era of profound transformation, underscoring an exceptional potential to elevate the quality of patient care and expedite the advancement of medical research. The formidable challenge, however, lies in the safeguarding of sensitive information&a...

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Manylion Llyfryddiaeth
Prif Awduron: Mohammed Abaoud, Muqrin A. Almuqrin, Mohammad Faisal Khan
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: IEEE 2023-01-01
Cyfres:IEEE Access
Pynciau:
Privacy-preserving
federated learning
healthcare data
differential privacy
secure multi-party computation
machine learning
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/10201859/

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https://ieeexplore.ieee.org/document/10201859/

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