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Updated: Sep 9, 2025

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
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在边缘云环境中保护医疗保健数据的联合安全性

Rasanga Jayaweera1, Himanshu Agrawal1, Nickson M Karie1

  • 1School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Bentley, WA 6102, Australia.

Sensors (Basel, Switzerland)
|August 28, 2025
PubMed
概括

本研究介绍了使用联合学习 (FL) 和同型加密 (HE) 在医疗保健中训练人工智能模型的隐私保护方法. 新的HEAT-FL框架通过自适应调整加密参数来提高安全性和效率,大大缩短了训练时间.

关键词:
联合学习医疗保健数据同型加密保护个人隐私

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