4.6 Article

A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process

Journal

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
Volume 25, Issue 3, Pages 862-873

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JBHI.2020.3007488

Keywords

Internet of Things; Medical services; Decision making; Monitoring; Authentication; Informatics; IoT; Healthcare; machine learning; fault tolerance; sensor fusion

Funding

  1. Singapore Ministry of Education Academic Research Fund Tier 1 [R-263-000-D63-114]

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The rise of the Internet of Things has led to increased information sharing among smart devices, with applications such as e-healthcare monitoring gaining wide attention. This paper proposes an enhanced system for designing a modern healthcare system based on IoT, addressing security and efficiency concerns in existing systems through the use of authentication and fault-tolerant decision-making schemes. Analyses show that the proposed scheme is more secure and efficient than existing systems, making it useful for designing an advanced IoT-based healthcare system.
The advent of Internet of Things (IoT) has escalated the information sharing among various smart devices by many folds, irrespective of their geographical locations. Recently, applications like e-healthcare monitoring has attracted wide attention from the research community, where both the security and the effectiveness of the system are greatly imperative. However, to the best of our knowledge none of the existing literature can accomplish both these objectives (e.g., existing systems are not secure against physical attacks). This paper addresses the shortcomings in existing IoT-based healthcare system. We propose an enhanced system by introducing a Physical Unclonable Function (PUF)-based authentication scheme and a data driven fault-tolerant decision-making scheme for designing an IoT-based modern healthcare system. Analyses show that our proposed scheme is more secure and efficient than existing systems. Hence, it will be useful in designing an advanced IoT-based healthcare system.

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