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基于改进D-S的电力监控网络复合攻击活动检测方法OA

Compound Attack Activity Detection Method For Electric Power Monitoring Network Based on Improved D-S

中文摘要英文摘要

为解决以往电力监控网络复合攻击活动检测方法存在检测准确度不高的问题,提出基于改进D-S的电力监控网络复合攻击活动检测方法.对原始数据进行归一化计算和降噪处理,利用改进D-S理论,从数据的原始特征中提取更为精准和重要的特征并分类,构建网络攻击数据检测模型,通过计算输入数据的当前状态,对电力监控网络复合攻击活动检测方法进行设计.实验结果表明:与以往的电力监控网络复合攻击活动检测方法相比,所提检测方法在不同网络攻击数据集中的平均误码率仅为 3.2%,检测准确度更高.

In order to solve the problem of low detection accuracy in the previous detection methods of compound attack activities in power monitoring network,a detection method of compound attack activities in power monitoring network based on improved D-S is proposed.The original data is normalized and denoised,and the improved D-S theory is used to extract more accurate and important features from the original features of the data and classify them,and then the network attack data detection model is constructed.By calculating the current state of the input data,the power monitoring network compound attack activity detection method is designed.The experimental results show that compared with the previous detection methods,the average bit error rate of the proposed detection method is only 3.2%in different network attack data sets,and the detection accuracy is higher.

谢志奇;曾体健;张玉吉

贵州乌江水电开发有限责任公司,贵阳 550002贵州乌江水电开发有限责任公司,贵阳 550002贵州乌江水电开发有限责任公司,贵阳 550002

信息技术与安全科学

改进D-S电力监控网络网络攻击活动检测方法方法设计

improved D-Spower monitoring networknetwork attack activitydetection methodmethod design

《兵工自动化》 2026 (5)

32-36,5

乌江公司项目(JG0120210125)

10.7690/bgzdh.2026.05.008

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