Securing a Wireless Networked Control System Using Information Fusion

Brijesh Kashyap Chejerla, S. Madria
{"title":"Securing a Wireless Networked Control System Using Information Fusion","authors":"Brijesh Kashyap Chejerla, S. Madria","doi":"10.1109/SRDS.2012.65","DOIUrl":null,"url":null,"abstract":"Security of a wireless sensor network practically governs its usability in several applications. Especially, in applications like Industrial control systems which use NCS and SCADA systems, the security affects the stability of the system. We propose to use an information fusion scheme which allows us to profile the different attacks in wireless sensor networks and study their affects on the control systems stability and feedback. We make use of the Bayesian Networks to obtain hypotheses as outputs which form the decisions. These decisions are made based on the feature extraction and estimation process of the entire information fusion scheme. This allows us to make sure that the WNCS works smoothly without any aberrations even under the influence of security attacks. In this paper, we go on to explain the process that we employ in ensuring the stability and security of the system.","PeriodicalId":447700,"journal":{"name":"2012 IEEE 31st Symposium on Reliable Distributed Systems","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE 31st Symposium on Reliable Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SRDS.2012.65","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Security of a wireless sensor network practically governs its usability in several applications. Especially, in applications like Industrial control systems which use NCS and SCADA systems, the security affects the stability of the system. We propose to use an information fusion scheme which allows us to profile the different attacks in wireless sensor networks and study their affects on the control systems stability and feedback. We make use of the Bayesian Networks to obtain hypotheses as outputs which form the decisions. These decisions are made based on the feature extraction and estimation process of the entire information fusion scheme. This allows us to make sure that the WNCS works smoothly without any aberrations even under the influence of security attacks. In this paper, we go on to explain the process that we employ in ensuring the stability and security of the system.
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
利用信息融合保护无线网络控制系统
无线传感器网络的安全性实际上决定了它在许多应用中的可用性。特别是在采用NCS和SCADA系统的工业控制系统中,安全性直接影响到系统的稳定性。我们建议使用一种信息融合方案,使我们能够描述无线传感器网络中的不同攻击,并研究它们对控制系统稳定性和反馈的影响。我们利用贝叶斯网络获得假设作为决策的输出。这些决策是基于整个信息融合方案的特征提取和估计过程做出的。这使我们能够确保即使在安全攻击的影响下,wnc也能顺利工作,没有任何异常。在本文中,我们继续解释我们在确保系统的稳定性和安全性方面所采用的过程。
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
Towards Identifying Root Causes of Faults in Service-Based Applications Query Plan Execution in a Heterogeneous Stream Management System for Situational Awareness Towards Reliable Communication in Intelligent Transportation Systems RADAR: Adaptive Rate Allocation in Distributed Stream Processing Systems under Bursty Workloads Availability Modeling and Analysis for Data Backup and Restore Operations
×
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