A detection method of wormhole attack in power communication sensor networks based on hops

Web Intell. Pub Date : 2022-09-09 DOI:10.3233/web-220036
Jie Yuan, Binyuan Yan
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Abstract

Aiming at the problems of low accuracy of determining attack nodes and large detection error in the wormhole attack detection method of power communication sensor networks, a wormhole attack detection method based on hops is proposed. Firstly, the working process of power communication sensor network nodes is analyzed; Regard the node area as a closed circle, set the distance between nodes and communication radius in the area, and determine the wormhole attack location; Then, introduce the hop number, replace the linear distance between attack nodes with the hop distance of hop number, the centroid position is calculated by polygon calculation, the node hop distance is determined, and the wormhole attack probability is calculated; Finally, the average hop distance between wormhole attack nodes is calculated, and the path hop distance of attack behavior is corrected with the help of objective function and minimum mean square error criterion to complete attack detection. The experimental results show that the detection accuracy of this method is 98%, and the detection error is only 2.6%, so it has application value.
基于跳数的电力通信传感器网络虫洞攻击检测方法
针对电力通信传感器网络虫洞攻击检测方法确定攻击节点精度低、检测误差大的问题,提出了一种基于跳数的虫洞攻击检测方法。首先,分析了电力通信传感器网络节点的工作过程;将节点区域视为一个封闭的圆圈,设置区域内节点之间的距离和通信半径,确定虫洞攻击位置;然后,引入跳数,将攻击节点间的线性距离替换为跳数的跳距,通过多边形计算计算质心位置,确定节点跳距,计算虫洞攻击概率;最后,计算虫洞攻击节点间的平均跳距离,并利用目标函数和最小均方误差准则对攻击行为的路径跳距离进行校正,完成攻击检测。实验结果表明,该方法的检测精度为98%,检测误差仅为2.6%,具有一定的应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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