基于数据挖掘的电力通信网络安全态势识别系统设计
Design of Power Communication Network Security Situation Recognition System Based on Data Mining
王燕1
作者信息
- 1. 国网朔州供电公司,山西朔州 036000
- 折叠
摘要
文章提出一种基于数据挖掘的电力通信网络安全态势识别系统,采用模块化设计,通过数据采集与预处理、特征提取与选择、态势识别与评估以及报警与响应等功能模块,实现对电力通信网络安全态势的全面感知与实时分析.仿真实验结果表明,该系统能够准确识别各类安全威胁,响应时延满足电力系统实时性要求,具有良好的应用前景.
Abstract
This paper proposes a security situation identification system of electric power communication network based on data mining,which adopts modular design and realizes comprehensive perception and real-time analysis of the security situation of electric power communication network through functional modules such as data acquisition and preprocessing,feature extraction and selection,situation identification and evaluation,and alarm and response.The simulation results show that the system can accurately identify all kinds of security threats,and the response delay can meet the real-time requirements of power system,so it has a good application prospect.
关键词
电力通信网络/安全态势感知/数据挖掘Key words
power communication networks/security situation awareness/data mining引用本文复制引用
出版年
2024
NETL
NSTL
万方数据