一种安全的基于签名的访问控制和密钥管理方案,用于基于雾计算的物联网大数据应用

IF 1.5 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Vijay Karnatak, Amit Kumar Mishra, Neha Tripathi, Mohammad Wazid, Jaskaran Singh, Ashok Kumar Das
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引用次数: 0

摘要

雾计算是一种分布式计算架构,而不是完全依赖于集中式云服务器,它使数据的处理、应用程序的功能及其存储更接近网络的边缘,在那里它可以更接近数据源或最终用户设备。基于雾计算的物联网(IoT)支持系统的一些潜在应用包括智能医疗、智能农业、智能制造、智能交通系统和智能城市(即停车管理、照明控制、交通控制和平民安全)。基于雾计算的物联网系统很容易受到各种攻击。因此,需要部署安全机制,如身份验证、访问控制、密钥管理和恶意软件检测,以保护其通信。在本文中,我们为基于雾计算的物联网大数据应用(简称SBAC - FC)设计了一种基于签名的访问控制和密钥管理方案。详细的安全性分析和SBAC - FC与其他类似现有方案的性能比较表明,SBAC - FC在安全性和功能特征以及复杂性开销方面优于现有方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A secure signature‐based access control and key management scheme for fog computing‐based IoT‐enabled big data applications
Fog computing is a distributed computing architecture, as opposed to depending entirely on centralized cloud servers, which brings the processing of data, functionality of an application, and its storage closer to the network's edge, where it can be closer to the data source or an end‐user device. Some of the potential applications of the fog computing‐based Internet of Things (IoT)‐enabled system are smart healthcare, smart agriculture, smart manufacturing, intelligent transportation system, and smart cities (i.e., in parking management, lighting control, traffic control, and security of civilians). The fog computing‐based IoT‐enabled system is vulnerable to various attacks. Therefore, one needs to deploy security mechanisms, like authentication, access control, key management, and malware detection, in order to secure its communication. In this article, we design a signature‐based access control and key management scheme for fog computing‐based IoT‐enabled big data applications (in short, SBAC‐FC). A detailed security analysis and performance comparison of the SBAC‐FC with other similar existing schemes reveal that the SBAC‐FC surpasses the existing schemes in terms of security and functionality characteristics, as well as complexity overheads.
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