Secure and dynamic access control for the Internet of Things (IoT) based traffic system

PeerJ Computer Science

Abdullah Alharbi¹  Son Tung Ngo²  Xuyun Nie³  Zhiguang Qin³  Muhammad Umar Aftab³  Ariyo Oluwasanmi⁴  Osama Sohaib⁵ 

[1] Department of Information Technology, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia;ICT Department, FPT University, Hanoi, Vietnam;Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China;School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China;School of Information, Systems and Modelling, University of Technology Sydney, Sydney, Australia;

关键词: Secure IoT;    Dynamic access control;    Attributed RBAC;    Machine learning;    Social computing;   

DOI  :  10.7717/peerj-cs.471

来源: DOAJ

【 摘 要 】

Today, the trend of the Internet of Things (IoT) is increasing through the use of smart devices, vehicular networks, and household devices with internet-based networks. Specifically, the IoT smart devices and gadgets used in government and military are crucial to operational success. Communication and data sharing between these devices have increased in several ways. Similarly, the threats of information breaches between communication channels have also surged significantly, making data security a challenging task. In this context, access control is an approach that can secure data by restricting unauthorized users. Various access control models exist that can effectively implement access control yet, and there is no single state-of-the-art model that can provide dynamicity, security, ease of administration, and rapid execution all at once. In combating this loophole, we propose a novel secure and dynamic access control (SDAC) model for the IoT networks (smart traffic control and roadside parking management). Our proposed model allows IoT devices to communicate and share information through a secure means by using wired and wireless networks (Cellular Networks or Wi-Fi). The effectiveness and efficiency of the proposed model are demonstrated using mathematical models and discussed with many example implementations.

【 授权许可】

Unknown