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Secure clustering for efficient data dissemination in vehicular cyber-physical systems

机译:安全群集,可在车载网络物理系统中高效分发数据

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摘要

From the past few years, there has been tremendous growth with respect to the usage of Internet-enabled devices for computing and storage across the globe. These devices have the capabilities of computing as well as communication facilities for smooth execution of various applications. The significance of this type of environment where variety of Internet-enabled devices are interconnected is known as Internet of Things (IoT). Objects/things in IoT may be considered as vehicles and this type of environment is called as Vehicular Cyber-Physical Systems (VCPS). In VCPS environment, there are two planes-physical and cyber. On physical plane, all types of computing and communication devices reside while at the cyber plane service providers such as cloud may exist. However, in VCPS environment, security is one of the major concerns as devices communicate with one another using different protocols which are susceptible to various types of attacks. To address these issues, we propose a novel secure clustering for efficient data dissemination between different devices in VCPS environment. A new trust metric based on varying transmission characteristics of vehicles is defined for trust computation among the different devices which is evaluated both at local, and global levels. This trust metric is used to establish the current security level of vehicles and is the key parameter for creating secure clusters. Algorithms for secure clustering and trust establishment are also designed in the proposed scheme. The performance of the proposed scheme is evaluated with respect to different evaluation metrics in various network scenarios. The results obtained clearly depicts the satisfactory performance of the proposed scheme in VCPS environment.
机译:在过去的几年中,在全球范围内,基于Internet的设备用于计算和存储的使用有了巨大的增长。这些设备具有计算能力以及通信功能,可以平稳地执行各种应用程序。互连各种支持Internet的设备的这种环境的重要性被称为物联网(IoT)。物联网中的对象/事物可被视为车辆,这种类型的环境称为车载网络物理系统(VCPS)。在VCPS环境中,有物理和网络两个平面。在物理平面上,可能存在所有类型的计算和通信设备,而在网络平面上可能存在诸如云之类的服务提供商。但是,在VCPS环境中,安全性是主要问题之一,因为设备使用易于受到各种攻击的不同协议相互通信。为了解决这些问题,我们提出了一种新颖的安全群集,用于在VCPS环境中的不同设备之间进行有效的数据分发。定义了一种基于车辆变化的传输特性的新信任度量,用于在本地和全局级别评估的不同设备之间的信任计算。此信任度量用于建立车辆的当前安全级别,并且是创建安全集群的关键参数。在提出的方案中还设计了用于安全聚类和信任建立的算法。相对于各种网络场景中的不同评估指标,评估了所提出方案的性能。获得的结果清楚地描述了所提出的方案在VCPS环境中的令人满意的性能。

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