基于优化算法的物联网信任管理方案的设计与开发

Shilpa V. Shankhpal, Brahmananda S.H.
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引用次数: 1

摘要

如今,物联网这一快速发展的趋势正在迅速兴起。对于受过教育的人或未受过教育的人来说,物联网系统成为我们日常生活中几乎所有应用中非常必要的一部分。各种实时应用,如医疗领域的智能医疗系统、日常生活的智能家居应用、零售店铺的智能管理、农作功能的智能农业应用或建筑工地的智能动手应用、车辆的智能驾驶系统等。由于物联网(IoT)像病毒网络一样在全球迅速传播,因此它在安全性和系统故障方面更加脆弱。此外,存在大量的内部或外部攻击和威胁,以破解系统数据并使系统工作故障。在物联网的帮助下,一个对象可以在不移动的情况下相互通信,因此数据可靠性在这里更重要,以提供优秀的端到端服务。因此,信任管理对于数据计算的准确和可信的数据传输,以及在不同用户之间提供高质量的数据服务,同时维护参与者的隐私和数据安全具有非常重要的作用。必须指出的是,用信任保护物联网系统为保护系统免受外部威胁提供了稳定的解决方案,但文献综述显示,目前还没有开发出结构良好的信任管理系统框架,以帮助用户解决安全和威胁问题,并保持物联网服务的正常运行。与信任系统中一样,节点的信任值应该借助基于应用程序节点功能值的参数来度量。由于物联网系统中所有节点提供的服务不同,节点可信度的计算是一项非常困难的任务。此外,由于动态的物联网系统环境,信任系统将提供100%的可信度也是一个非常重大的挑战。因此,考虑到所有这些问题,我们已经对物联网系统及其复杂性进行了文献综述,同时在网络系统的功能。并对各种类型的信任管理模型进行了探讨,给出了各自的优缺点。最后,提出了基于优化算法的信任管理模型。最后,我们得出结论,如果我们提出的算法将在未来实现,它将提供比现有系统更快的处理速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Development of trust management scheme for the internet of things based on the optimization algorithm
Nowadays a very fast-growing trend known as IoT is emerging very rapidly. IoT system becomes a very necessary part & almost amongst all applications in our day-to-day life for educated people or non-educated people. Various real-time applications such as smart healthcare system in the medical field, smart home application for daily life, intelligent retail shop management, a smart agricultural application for the farming function or smart hand-on application for construction the site, the intelligent driving system for the vehicle and so on. As the Internet of Things (IoT) is spreading like a viral network all over the world very rapidly hence it is more vulnerable in security, malfunctioning of a system. Moreover, lots of internal or external attacks and threats are there to hack the system data and malfunctioning the system working. With the help of IoT, an object can communicate with each other without moving here and there, hence data reliability is more important here to provide excellent end-to- end services. Hence trust management endures a very powerful role for accurate and trustworthy data transfer for data computation, and for providing quality data services between the different users while maintaining the participant’s privacy and data security. It must be noted that securing the IoT system with Trust provides a stable solution for protecting the system from external threats but the literature review reveals that no well- structured trust management system framework is developed till now which will help the user to resolve security and threat issue and maintain the IoT services properly working. As in the trust system trust values of nodes should be measured with the help of parameters that are based on the node’s functional values of an application. The computation part of the node’s trustworthiness is a very difficult task, as all nodes provide different services in the IoT system. Also, the trust system will provide 100% trustworthiness is also a very major challenge because of the dynamic IoT system environment. So herewith considering all these issues in mind we had done a literature review on the IoT system and their complexities come while in the functioning of the network system. Also the various types of trust management models we had explored with their pros & cons. Finally, we had proposed our trust management model based on the optimization algorithm. In the end, we had concluded that if our proposed algorithm will be implemented in the future it will provide fast processing than the already existing system.
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