保护物联网:通过卓越的信任管理提升物联网路由安全性

IF 4.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Anup W. Burange , Vaishali M. Deshmukh , Yugandhara A. Thakare , Nitin Arvind Shelke
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引用次数: 0

摘要

本研究提出了一种创新的物联网路由安全模型,该模型整合了信任管理,可增强网络可靠性、提高抵御路由攻击的能力并隔离恶意活动。该模型强调节点行为、声誉和过往表现,为网络安全提供了一种细致入微的方法。通过对物联网路由动态模型和静态模型进行综合比较,量化了对吞吐量、数据包传送率、控制流量开销和能耗等关键性能参数的影响。模拟展示了该模型在确保物联网通信安全方面的有效性,在检测和缓解攻击方面达到了令人印象深刻的 98% 的准确率。与之前研究的对比分析凸显了该模型的卓越性能,尤其是在识别和分类虫洞、Sybil 和等级等攻击类型以及正常流量方面。这种基于信任的物联网路由安全模型代表了动态物联网环境安全方面的重大进步,是一项有价值的贡献。值得注意的是,它的平均功耗很低,这也是其特别轻量级的原因之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Safeguarding the Internet of Things: Elevating IoT routing security through trust management excellence

This study presents an innovative IoT routing security model that integrates trust management to bolster network reliability, improve resilience against routing attacks, and isolate malicious activities. The model, emphasizing node behavior, reputation, and past performance, offers a nuanced approach to network security. Through comprehensive comparisons between dynamic and static models in IoT routing, the impact on crucial performance parameters, including throughput, packet delivery ratio, control traffic overhead, and energy consumption, is quantified. Simulations showcase the model's effectiveness in securing IoT communication, achieving an impressive 98 % accuracy in detecting and mitigating attacks. Comparative analysis against prior studies underscores its exceptional performance, particularly in identifying and classifying attack types such as wormhole, Sybil, and rank, alongside normal traffic. This trust-based IoT routing security model represents a substantial advancement in securing dynamic IoT environments, standing out as a valuable contribution. Noteworthy is its low average power consumption, contributing to its exceptional lightweight nature.

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来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
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