On the Security of Distributed Power System State Estimation under Targeted Attacks

State estimation plays an essential role in the monitoring and control of power transmission systems. In modern, highly inter-connected power systems the state estimation should be performed in a distributed fashion and requires information exchange between the control centers of directly connected...

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Main Authors: Vuković, Ognjen, Dán, György
Format: Others
Language:English
Published: KTH, Kommunikationsnät 2013
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-122442
http://nbn-resolving.de/urn:isbn:978-1-4503-1656-9
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spelling ndltd-UPSALLA1-oai-DiVA.org-kth-1224422013-05-23T04:24:45ZOn the Security of Distributed Power System State Estimation under Targeted AttacksengVuković, OgnjenDán, GyörgyKTH, KommunikationsnätKTH, Kommunikationsnät2013Cyber securityPower systemsstate estimationdistributedState estimation plays an essential role in the monitoring and control of power transmission systems. In modern, highly inter-connected power systems the state estimation should be performed in a distributed fashion and requires information exchange between the control centers of directly connected systems. Motivated by recent reportson trojans targeting industrial control systems, in this paper we investigate how a single compromised control center can affect the outcome of distributed state estimation. We describe five attack strategies, and evaluate their impact on the IEEE 118 benchmark power system. We show that that even if the state estimation converges despite the attack, the estimate can have up to 30% of error, and bad data detection cannot locate theattack. We also show that if powerful enough, the attack can impede the convergence of the state estimation, and thus it can blind the system operators. Our results show that it is important to provide confidentiality for the measurement data in order to prevent the most powerful attacks. Finally, we discuss a possible way to detect and to mitigate these attacks. <p>QC 20130522</p>Conference paperinfo:eu-repo/semantics/conferenceObjecttexthttp://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-122442urn:isbn:978-1-4503-1656-9doi:10.1145/2480362.2480490Proceedings of the 28th Annual ACM Symposium on Applied Computing, p. 666-672application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Cyber security
Power systems
state estimation
distributed
spellingShingle Cyber security
Power systems
state estimation
distributed
Vuković, Ognjen
Dán, György
On the Security of Distributed Power System State Estimation under Targeted Attacks
description State estimation plays an essential role in the monitoring and control of power transmission systems. In modern, highly inter-connected power systems the state estimation should be performed in a distributed fashion and requires information exchange between the control centers of directly connected systems. Motivated by recent reportson trojans targeting industrial control systems, in this paper we investigate how a single compromised control center can affect the outcome of distributed state estimation. We describe five attack strategies, and evaluate their impact on the IEEE 118 benchmark power system. We show that that even if the state estimation converges despite the attack, the estimate can have up to 30% of error, and bad data detection cannot locate theattack. We also show that if powerful enough, the attack can impede the convergence of the state estimation, and thus it can blind the system operators. Our results show that it is important to provide confidentiality for the measurement data in order to prevent the most powerful attacks. Finally, we discuss a possible way to detect and to mitigate these attacks. === <p>QC 20130522</p>
author Vuković, Ognjen
Dán, György
author_facet Vuković, Ognjen
Dán, György
author_sort Vuković, Ognjen
title On the Security of Distributed Power System State Estimation under Targeted Attacks
title_short On the Security of Distributed Power System State Estimation under Targeted Attacks
title_full On the Security of Distributed Power System State Estimation under Targeted Attacks
title_fullStr On the Security of Distributed Power System State Estimation under Targeted Attacks
title_full_unstemmed On the Security of Distributed Power System State Estimation under Targeted Attacks
title_sort on the security of distributed power system state estimation under targeted attacks
publisher KTH, Kommunikationsnät
publishDate 2013
url http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-122442
http://nbn-resolving.de/urn:isbn:978-1-4503-1656-9
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