一个安全和保护隐私的数据聚合方案在IoMT
Muhammad Arif Mughal1,2, Ata Ullah3, Xinbo Yu1,2
1School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing 100083, China.
Heliyon
|April 11, 2024
概括
本研究介绍了用于医疗物联网 (IoMT) 的安全聚合数据收集和传输 (SADCT) 系统. SADCT通过匿名移动设备和雾节点来增强患者数据安全性和隐私.
科学领域:
- 计算机科学 计算机科学
- 医疗保健技术 技术 医疗保健 技术
- 网络安全 网络安全
背景情况:
- 医疗物联网 (IoMT) 使用可穿戴传感器来收集医疗数据,这给安全和隐私带来了重大挑战.
- 现有的安全数据共享方案往往无法在向中央存储库传输数据时充分匿名患者身份.
研究的目的:
- 为IoMT系统提出一个新的安全数据共享机制,确保患者匿名.
- 解决当前在传输医疗保健数据中保护患者身份的方法的局限性.
主要方法:
- 开发一个安全的聚合数据收集和传输 (SADCT) 计划.
- 在移动设备上实施一种新型数据聚合算法,并在雾节点上实施一种数据提取算法.
- 包含一个认证的服务器,用于安全的节点注册和认证.
主要成果:
- 萨德克特国家计划为患者移动设备和中间雾节点提供匿名性.
- 在NS的广泛模拟验证了拟议的方案.
- 安全分析证实了SADCT方法的有效性.
结论:
- 与现有方法相比,SADCT在能源消耗,储存,通信和计算成本方面表现优越.
- 拟议的方案有效地提高了IoMT环境中的医疗保健数据的安全性和隐私性.
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