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局域网恶意攻击节点定位方法

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针对局域网恶意攻击在空间分布和时间方面的不确定性导致检测难度增加的问题,提出一种改进的局域网恶意攻击节点定位方法:通过分析局域网恶意攻击基本特征,设置约束条件,确定局域网异常变量,组建局域网行为整体与局部多维映射关系,建立合理的局域网恶意攻击节点检测机制;利用局域网的多维映射关系获取检测变量中的异常变量,确定和其关联的基本攻击变量,并应用局部多维映射节点匹配基本攻击变量,引入接收信号强度指数(RSSI)模型距离参数修正,分析不同位置的锚节点,进行质心计算,获取局域网恶意攻击节点的位置信息,定位局域网恶意攻击节点.实验结果表明,提出的方法可使检测率和定位精度提高,误报率降低,定位时间缩短,能够实现高准确率的攻击节点检测和定位.
Localization method for malicious attack nodes on local area networks
Aiming at the problem of increased detection difficulty caused by the uncertainty of spatial distribution and time of local area network malicious attacks,the paper proposed an improved method for locating local area network malicious attack nodes:by analyzing the basic characteristics of malicious attacks on the local area network,the constraints were set,the abnormal variables on the local area network were determined,a multi-dimensional mapping relationship between the overall and local behaviors of the local area network were constructed,and a reasonable mechanism for detecting malicious attack nodes on the local area network were established;then,the multidimensional mapping relationship of the local area network was utilized to obtain abnormal variables in the detection variables,the basic attack variables associated with them were determined,and the local multidimensional mapping nodes were applied to match the basic attack variables,the distance parameter correction of the received signal strength indicator(RSSI)model was introduced,the anchor nodes in different positions were analyzed,and the centroid calculation was performed,to obtain the location information of malicious attack nodes and locate the malicious attack nodes in the local area network.Experimental results showed that the proposed method would help improve the detection rate and positioning accuracy,reduce the false alarm rate and positioning time,indicating that it could achieve high accuracy in detecting and locating attack nodes.

received signal strength indicator(RSSI)multidimensional mapping relationshipmalicious attack nodes on local area networkscorrection f distance parameterspositioning method

万燕平

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东南大学附属中大医院,南京 210009

接收信号强度指数(RSSI) 多维映射关系 局域网恶意攻击节点 距离参数修正 定位方法

2024

导航定位学报

导航定位学报

CSTPCD北大核心
影响因子:0.72
ISSN:
年,卷(期):2024.12(6)