信息中心网络中基于节能信任管理方案的物联网设备合法性评估

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Sachin Sharma, Mohammad Yahya, Anupriya Jain, Ahmed I. Alutaibi, Abdullah Baihan, Papiya Dutta, Ahed Abugabah
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引用次数: 0

摘要

无线传感器网络(WSNs)是一种快速发展的未来技术,具有广泛的军事和商业应用前景。潜在的安全问题可能会影响WSN技术,因为它结合了无线通信和处理能力。物联网(IoT)上一种名为信息中心网络(ICN)的新型网络架构提供了比标准互联网协议(IP)网络更高的安全性。然而,它仍然面临许多安全问题,特别是来自内部攻击的问题。应用信任管理技术是防范内部威胁的有效途径。为此,提出了一种进化粒子群优化节能信任管理方案(EPSO-EETMS)来评估物联网设备和节点的合法性。有关使用信任的路由路径的数据可以识别各种类型的受攻击解决方案。使用一些网络参数,如设备之间的距离、能源使用和数据传输过程中的信息丢失,对所提出的解决方案进行了全面的评估。这些实际因素包括节点之间传输数据时的能耗、消息传递到前一个或后一个节点以及两个设备之间的距离。根据评估结果,所提出的策略在响应时间、身份验证延迟和来自假节点的请求数量方面优于标准技术。在100个节点下,该算法的准确率达到98.66%,高于现有的路由算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Evaluation of Legitimacy of IoT Devices Based on an Energy-Efficient Trust Management Scheme in Information-Centric Networking

Evaluation of Legitimacy of IoT Devices Based on an Energy-Efficient Trust Management Scheme in Information-Centric Networking

A rapidly developing future technology, wireless sensor networks (WSNs) have promise for a wide range of military and business applications. Potential safety issues could affect WSN technology because it combines wireless communications with processing capacity. A novel networking architecture on the Internet of Things (IoT) called information-centric networking (ICN) provides more security than standard Internet Protocol (IP) networks. However, it still experiences a lot of security issues, particularly from internal attacks. Applying trust management technologies is an effective way to secure against internal threats. Therefore, an evolutionary particle swarm optimization energy-efficient trust management scheme (EPSO-EETMS) is proposed to evaluate the legitimacy of IoT devices and nodes. The data regarding routing pathways using trust can identify various types of attacked solutions. The proposed solution is thoroughly evaluated using some networking parameters, such as the distance between devices, energy use, and information loss during data transmission. These practical factors include energy consumption when transmitting data between nodes, message delivery to previous or subsequent nodes, and distance between two devices. According to the evaluation results, the proposed strategy outperforms standard techniques in terms of response time, authentication delays, and the number of requests from fake nodes. The accuracy of the proposed technique is obtained to be 98.66% for 100 nodes, which is higher than that of existing routing techniques.

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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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