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电力信息系统网络安全容易受到攻击,为此提出电力信息系统网络安全态势智能评估方法。搭建电力信息系统网络层次化结构,设计安全评估模型,从攻击数据、攻击状态、流量监测等原始数据中获取攻击源数目、攻击频率,衡量安全态势的指标,通过服务级、主机级、系统级和多级网络4种层次的安全态势值分级计算,实现电力信息系统网络安全态势智能评估。经实验验证,所提出的方法能够有效评估电力信息系统网络遭受攻击时的攻击类别与威胁等级,且智能评估后的可信度最高达到0.8,容错性系数在0.92左右波动,因此可信度与容错性更高。
Abstract:The network security of electric power information system is easy to be attacked, hence, an intelligent assessment method of electric power information system network security situation is proposed. A hierarchical structure is used for the power information system network, a security assessment model is built to obtain the number of attack sources and attack frequency from the original data such as attack data, attack status and traffic monitoring, and measure the indicators of the security situation. It realizes the intelligent assessment of the power information system network security situation through the hierarchical calculation of the security situation values at the service level, host level, system level and multi-level network. The experimental results show that this method can effectively evaluate the attack category and threat level when the power information system network is attacked, and the highest credibility after intelligent evaluation is 0.8, and the fault tolerance coefficient fluctuates around 0.92, so the credibility and fault tolerance are higher.
[1] 王丰,孙江,林瑜.C4ISR网络安全态势的可拓云理论综合评估方法[J].火力与指挥控制,2020,45(3):105-109.
[2] 李欣,段詠程.基于改进隐马尔可夫模型的网络安全态势评估方法[J].计算机科学,2020,47(7):287-291.
[3] 王金恒,单志龙,谭汉松,等.基于遗传优化PNN神经网络的网络安全态势评估[J].计算机科学,2021,48(6):338-342.
[4] 杨宏宇,王峰岩,吕伟力.基于无监督生成推理的网络安全威胁态势评估方法[J].清华大学学报(自然科学版),2020,60(6):474-484.
[5] 王春东,刘懿铭,叶欣.基于入侵检测的网络安全态势评估技术[J].南开大学学报(自然科学版),2021,54(5):36-41.
[6] 陈德成,付蓉,宋少群,等.基于攻击图的电网信息物理融合系统风险定量评估[J].电测与仪表,2020,57(2):62-68.
[7] 张媛.回声状态网络的舰船计算网络安全评估方法[J].舰船科学技术,2020,42(8):127-129.
[8] 姚振,王萍,宫政,等.基于微服务架构的电力公司管理信息系统[J].微型电脑应用,2020,36(9):146-149.
基本信息:
中图分类号:TP393.08;TM73
引用信息:
[1]高国庆,徐天竹,屈巍,等.电力信息系统网络安全态势智能评估方法[J].微型电脑应用,2024,40(11):145-148.
2024-11-20
2024-11-20