Selfish attack detection and response using cooperative backoff adjustment in wireless sensor networks

IF 4.2 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS ICT Express Pub Date : 2024-12-01 Epub Date: 2024-06-01 DOI:10.1016/j.icte.2024.05.014
Na-Eun Park, Seo-Yi Kim, Il-Gu Lee
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Abstract

In recent times, the proliferation of intelligent internet of things (IoT) and wireless sensor network (WSN) technologies has significantly enhanced both daily life and industrial operations. Despite their widespread application, these networks face challenges with resource monopolization by selfish nodes, which detrimentally impacts network efficiency. This study introduces a novel detection and response strategy for selfish nodes, utilizing backoff adjustment mechanisms to reduce throughput deterioration. The effectiveness of this approach was rigorously evaluated using the NetSim simulator, focusing on the impact of backoff adjustment on network throughput. Simulation results indicate that the implementation of this method in the presence of selfish nodes yields a noteworthy improvement in network throughput, with approximately more than twice. This advancement holds promise for enhancing the robustness and efficiency of IoT and WSN technologies against disruptive selfish node behaviors.
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利用无线传感器网络中的合作后退调整检测和响应自私攻击
近年来,智能物联网(IoT)和无线传感器网络(WSN)技术的激增极大地改善了日常生活和工业运营。尽管这些网络得到了广泛的应用,但它们面临着自私节点垄断资源的挑战,这对网络效率产生了不利影响。本研究引入了一种新的自利节点检测和响应策略,利用回退调整机制来减少吞吐量恶化。使用NetSim模拟器对该方法的有效性进行了严格评估,重点关注回退调整对网络吞吐量的影响。仿真结果表明,在存在自利节点的情况下,该方法的实现可以显著提高网络吞吐量,大约提高两倍以上。这一进展有望提高物联网和WSN技术的鲁棒性和效率,以对抗破坏性的自私节点行为。
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来源期刊
ICT Express
ICT Express Multiple-
CiteScore
10.20
自引率
1.90%
发文量
167
审稿时长
35 weeks
期刊介绍: The ICT Express journal published by the Korean Institute of Communications and Information Sciences (KICS) is an international, peer-reviewed research publication covering all aspects of information and communication technology. The journal aims to publish research that helps advance the theoretical and practical understanding of ICT convergence, platform technologies, communication networks, and device technologies. The technology advancement in information and communication technology (ICT) sector enables portable devices to be always connected while supporting high data rate, resulting in the recent popularity of smartphones that have a considerable impact in economic and social development.
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