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基于边缘节点技术的电力系统入侵安全防护OA北大核心CSTPCD

Intrusion Security Protection of Power System Based on Edge Node Technology

中文摘要英文摘要

在电力系统安全防护中,为解决防护不全面问题,设计了基于边缘节点技术的电力系统安全防护方法.首先,基于边缘节点技术,建立边缘多址接入计算模型,对电力系统实施数据迁移,实现数据分布式部署.其次,设计数据传输加密算法,并基于GCForest,建立电力系统网络入侵检测模型,模型由样本输入层、多粒度扫描层以及训练层构成,实施系统入侵检测.测试结果表明:该方法的平均服务时延最低仅为 456.32ms,网络健壮性没有较大波动,入侵检测的最高误检率和漏检率分别为0.13%和0.14%.

To solve the problem of incomplete protection in power system security protection,a power system security pro-tection method based on edge node technology was designed.Firstly,based on the edge node technology,the edge multi-ac-cess computing model was established to implement data mi-gration for the power system and realize distributed data de-ployment.Secondly,the data transmission encryption al-gorithm was designed.And based on the GCForest,the power system network intrusion detection model,which was com-posed of a sample input layer,multi-granularity scanning layer,and training layer,was established to implement system intru-sion detection.The test results show that the average service delay of the proposed method is only 456.32ms,the network ro-bustness has no significant fluctuations,and the maximum false detection rate and missed detection rate of intrusion detection are 0.13%and 0.14%,respectively.

李金;高红亮;刘科孟;谢虎

中国南方电网电力调度控制中心,广东省 广州市 510630中国南方电网电力调度控制中心,广东省 广州市 510630中国南方电网电力调度控制中心,广东省 广州市 510630南方电网数字电网研究院有限公司,广东省 广州市 510663

动力与电气工程

边缘节点技术数据迁移分布式部署电力系统入侵检测安全防护

edge node technologydata migrationdistrib-uted deploymentpower systemintrusion detectionsafety protection

《现代电力》 2024 (6)

1009-1016,8

国家重点研发计划资助项目(2020YFB0906000)南方电网公司重点科技项目(0000002021030101XT00045).Project Supported by National Key R&D Program Funding(2020YFB0906000)Key Technology Projects of China Southern Power Grid Corporation(000002021030101XT00045)

10.19725/j.cnki.1007-2322.2022.0422

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