Cyber security analysis of power networks by hypergraph cut algorithms

Y. Yamaguchi, Anna Ogawa, A. Takeda, S. Iwata
{"title":"Cyber security analysis of power networks by hypergraph cut algorithms","authors":"Y. Yamaguchi, Anna Ogawa, A. Takeda, S. Iwata","doi":"10.1109/SmartGridComm.2014.7007750","DOIUrl":null,"url":null,"abstract":"This paper presents exact solution methods for analyzing vulnerability of electric power networks to a certain kind of undetectable attacks known as false data injection attacks. We show that the problems of finding the minimum number of measurement points to be attacked undetectably reduce to minimum cut problems on hypergraphs, which admit efficient combinatorial algorithms. Experimental results indicate that our exact solution methods run as fast as the previous methods, most of which provide only approximate solutions. We also present the outline of an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.","PeriodicalId":6499,"journal":{"name":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","volume":"8 1","pages":"824-829"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"26","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SmartGridComm.2014.7007750","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 26

Abstract

This paper presents exact solution methods for analyzing vulnerability of electric power networks to a certain kind of undetectable attacks known as false data injection attacks. We show that the problems of finding the minimum number of measurement points to be attacked undetectably reduce to minimum cut problems on hypergraphs, which admit efficient combinatorial algorithms. Experimental results indicate that our exact solution methods run as fast as the previous methods, most of which provide only approximate solutions. We also present the outline of an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于超图切算法的电网网络安全分析
本文提出了一种精确的求解方法,用于分析电网对一类不可检测的攻击的脆弱性,即虚假数据注入攻击。我们证明了在超图上寻找被攻击的测量点的最小数量的问题可以简化为最小割问题,它允许有效的组合算法。实验结果表明,我们的精确解方法运行速度与以前的方法一样快,大多数方法只提供近似解。我们还提出了一种算法的大纲,用于枚举超图中的所有小切割,该算法可用于寻找易受攻击的测量点集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Household Level Electricity Load Forecasting Using Echo State Network Roaming electric vehicle charging and billing: An anonymous multi-user protocol Generating realistic Smart Grid communication topologies based on real-data Cooperative closed-loop MIMO selective transmissions in a HV environment Integration of V2H/V2G hybrid system for demand response in distribution network
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1