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Real-time secure communication for Smart City in high-speed Big Data environment

机译:高速大数据环境中智能城市的实时安全通信

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The recent development in the technology brings the concept of Smart City that is achieved through real-time city related intelligent decisions by analyzing the data harvested from various smart systems in the city using millions of sensors and devices connected over the Internet, termed as Internet of Things (IoT). These devices generate the overwhelming volume of high-speed streaming data, termed as Big Data. However, the generation of city data at a remote location and then transmitting it to central city servers for analysis purpose raises the concerns of security and privacy. On the other hand, providing security to such Big Data streaming requires a high-speed security system that can work in a real-time environment without providing any delay that may slow down the overall performance of the Smart City System. To overthrown these challenges, in this paper, we proposed an efficient and real-time Smart City security system by providing strong intrusion detection at intelligent city building (ICB) and also a security protocol to protect the communication between the remote smart system(RSS)/User and the city analysis building, i.e., ICB. The proposed communication security protocol consists of various phases, i.e., registration phase, session key exchange phase, session key revocation phase, and data transmission phases from RSS to ICB as well as from User to ICB. Vast security analyses are performed to evaluate the credibility of the system. The proposed system is also evaluated on efficiency in terms of computation cost and throughput of overall functions used in the system. The system’s evaluation and the comparative study with existing system show that the prosed system is secure, more efficient, and able to work in a real-time, high-speed Smart City environment.
机译:该技术的最新发展带来了智能城市的概念,该概念通过与城市相关的实时智能决策,通过使用数百万个通过互联网连接的传感器和设备分析从城市各种智能系统收集的数据来实现,这些传感器和设备被称为Internet物联网(IoT)。这些设备产生大量的高速流数据,称为大数据。但是,在远程位置生成城市数据,然后将其传输到中心城市服务器进行分析的目的引起了对安全性和隐私性的关注。另一方面,要为这样的大数据流提供安全性,需要一个高速的安全系统,该系统可以在实时环境中工作,而不会提供任何可能减慢智能城市系统整体性能的延迟。为了克服这些挑战,在本文中,我们通过在智能城市建筑(ICB)上提供强大的入侵检测功能以及保护远程智能系统(RSS)之间通信的安全协议,提出了一种高效,实时的智能城市安全系统。 /用户和城市分析大楼,即ICB。所提出的通信安全协议包括多个阶段,即注册阶段,会话密钥交换阶段,会话密钥撤销阶段以及从RSS到ICB以及从用户到ICB的数据传输阶段。进行了广泛的安全性分析,以评估系统的信誉。还根据计算成本和系统中使用的整体功能的吞吐量来评估提出的系统的效率。该系统的评估以及与现有系统的比较研究表明,该系统安全,高效,并且能够在实时高速智能城市环境中工作。

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