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BCHealth: A Novel Blockchain-based Privacy-Preserving Architecture for IoT Healthcare Applications
Computer Communications ( IF 4.5 ) Pub Date : 2021-08-24 , DOI: 10.1016/j.comcom.2021.08.011
Koosha Mohammad Hossein 1 , Mohammad Esmaeil Esmaeili 1 , Tooska Dargahi 2 , Ahmad Khonsari 1, 3 , Mauro Conti 4
Affiliation  

The advancements in networking technologies have introduced the Internet of Everything (IoE) and smart living concepts. The main idea behind making everything smarter is to improve individuals’ quality of life. An excellent example of such a technology is smart healthcare which provides efficient, sustainable, and real-time human services. However, data security and privacy are among the most important challenges of smart healthcare applications. Blockchain (BC) has been considered as a promising solution for the secure management of healthcare data due to its immutability and transparency features. However, there is a trade-off between transparency and user data privacy which is a prominent challenge in adopting BC for healthcare applications. Some researchers have considered user data privacy and proposed a few solutions; however, data owner’s access control desire has not been considered in the state-of-the-art models. In this paper, to overcome the trade-off challenge between transparency and access control, we propose an architecture (so-called BCHealth) that enables data owners to define their desired access policies over their privacy-sensitive healthcare data. BCHealth is composed of two separate chains for storing access policies and data transactions. We address the real-world development challenges of BC, i.e., scalability, delay, and overhead, by adopting a clustering approach. Our extensive experimental analysis proves the efficiency of BCHealth (in terms of computation and processing time) and its resilience against several security attacks.



中文翻译:

BCHealth:一种用于物联网医疗保健应用的新型基于区块链的隐私保护架构

网络技术的进步引入了万物互联 (IoE) 和智能生活概念。让一切变得更智能背后的主要思想是提高个人的生活质量。这种技术的一个很好的例子是智能医疗保健,它提供高效、可持续和实时的人类服务。然而,数据安全和隐私是智能医疗应用最重要的挑战之一。区块链 (BC) 因其不可篡改和透明的特性而被认为是一种有前途的医疗保健数据安全管理解决方案。然而,透明度和用户数据隐私之间存在权衡,这是在医疗保健应用中采用 BC 的一个突出挑战。一些研究人员考虑了用户数据隐私并提出了一些解决方案;然而,在最先进的模型中没有考虑数据所有者的访问控制愿望。在本文中,为了克服透明度和访问控制之间的权衡挑战,我们提出了一种架构(所谓的 BCHealth),使数据所有者能够定义他们对隐私敏感的医疗保健数据所需的访问策略。BCHealth 由两个独立的链组成,用于存储访问策略和数据交易。我们通过采用集群方法解决了 BC 的实际开发挑战,即可扩展性、延迟和开销。我们广泛的实验分析证明了 BCHealth 的效率(在计算和处理时间方面)及其抵御多种安全攻击的能力。为了克服透明度和访问控制之间的权衡挑战,我们提出了一种架构(所谓的 BCHealth),使数据所有者能够针对其隐私敏感的医疗保健数据定义所需的访问策略。BCHealth 由两个独立的链组成,用于存储访问策略和数据交易。我们通过采用集群方法解决了 BC 的实际开发挑战,即可扩展性、延迟和开销。我们广泛的实验分析证明了 BCHealth 的效率(在计算和处理时间方面)及其抵御多种安全攻击的能力。为了克服透明度和访问控制之间的权衡挑战,我们提出了一种架构(所谓的 BCHealth),使数据所有者能够针对其隐私敏感的医疗保健数据定义所需的访问策略。BCHealth 由两个独立的链组成,用于存储访问策略和数据交易。我们通过采用集群方法解决了 BC 的实际开发挑战,即可扩展性、延迟和开销。我们广泛的实验分析证明了 BCHealth 的效率(在计算和处理时间方面)及其抵御多种安全攻击的能力。BCHealth 由两个独立的链组成,用于存储访问策略和数据交易。我们通过采用集群方法解决了 BC 的实际开发挑战,即可扩展性、延迟和开销。我们广泛的实验分析证明了 BCHealth 的效率(在计算和处理时间方面)及其抵御多种安全攻击的能力。BCHealth 由两个独立的链组成,用于存储访问策略和数据交易。我们通过采用集群方法解决了 BC 的实际开发挑战,即可扩展性、延迟和开销。我们广泛的实验分析证明了 BCHealth 的效率(在计算和处理时间方面)及其抵御多种安全攻击的能力。

更新日期:2021-09-15
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