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文章摘要
基于数据挖掘的电力信息系统网络安全态势评估
Network security situation assessment of power information system based on Data Mining
Received:July 18, 2018
Revised:July 18, 2018
DOI:
中文关键词
:
电力信息系统
网络安全
态势评估
层次分析法
数据挖掘
英文关键词
:
基金项目
:
Author Name
Affiliation
E-mail
gaoxiang
*
Power Dispatching Control Center of State Grid Tianjin Electric Power Company
,
gaoxiang19711@126.com
chenguifeng
Beijing Kedong Power Control System Co.
,
Ltd
gaoxiang19711@126.com
zhaohonglei
Beijing Kedong Power Control System Co.
,
Ltd
gaoxiang19711@126.com
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中文摘要
:
为了解决当前电力信息系统网络安全态势评估建模过程存在的一些难题,提出基于数据挖掘的电力信息系统网络安全态势评估模型。首先对电力信息系统网络安全态势评估现状进行分析,构建电力信息系统网络安全态势评估指标体系,然后采用灰色关分析法确定电力信息系统网络安全态势评估指标体系的权重值,并采用数据挖掘技术—支持向量机建立电力信息系统网络安全态势评估模型,最后进行了电力信息系统网络安全态势评估仿真测试。结果表明,本文模型可以描述电力信息系统网络安全态势,获得了高精度的电力信息系统网络安全态势评估结果,而且电力信息系统网络安全态势评估综合性能要优于其它模型,具有更高的实际应用价值。
英文摘要
:
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