Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading

The study of cyber-attacks, and in particular the spread of attack on the power cyber-physical system, has recently attracted considerable attention. Identifying and evaluating the important nodes under the cyber-attack propagation scenario are of great significance for improving the reliability and...

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Main Authors: Xin-Rui Liu, Yuan Meng, Peng Chang
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/6641030
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spelling doaj-42f20f6fa3264422a33c12658ab06b192021-02-15T12:52:51ZengHindawi-WileyComplexity1076-27871099-05262021-01-01202110.1155/2021/66410306641030Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks SpreadingXin-Rui Liu0Yuan Meng1Peng Chang2College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning 110819, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang, Liaoning 110819, ChinaCollege of Information Science and Engineering, Northeastern University, Shenyang, Liaoning 110819, ChinaThe study of cyber-attacks, and in particular the spread of attack on the power cyber-physical system, has recently attracted considerable attention. Identifying and evaluating the important nodes under the cyber-attack propagation scenario are of great significance for improving the reliability and survivability of the power system. In this paper, we improve the closeness centrality algorithm and propose a compound centrality algorithm based on adaptive coefficient to evaluate the importance of single-layer network nodes. Moreover, we quantitatively calculated the decouple degree of cascading failures caused by exposed nodes formed by attack propagation. At last, experiments based on the IEEE 57 test system show that the proposed compound centrality algorithm can match the cyber-attack propagation scenario well, and we give the importance values of the nodes in a specific attack scenario.http://dx.doi.org/10.1155/2021/6641030
collection DOAJ
language English
format Article
sources DOAJ
author Xin-Rui Liu
Yuan Meng
Peng Chang
spellingShingle Xin-Rui Liu
Yuan Meng
Peng Chang
Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
Complexity
author_facet Xin-Rui Liu
Yuan Meng
Peng Chang
author_sort Xin-Rui Liu
title Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
title_short Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
title_full Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
title_fullStr Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
title_full_unstemmed Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
title_sort node importance evaluation of cyber-physical system under cyber-attacks spreading
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2021-01-01
description The study of cyber-attacks, and in particular the spread of attack on the power cyber-physical system, has recently attracted considerable attention. Identifying and evaluating the important nodes under the cyber-attack propagation scenario are of great significance for improving the reliability and survivability of the power system. In this paper, we improve the closeness centrality algorithm and propose a compound centrality algorithm based on adaptive coefficient to evaluate the importance of single-layer network nodes. Moreover, we quantitatively calculated the decouple degree of cascading failures caused by exposed nodes formed by attack propagation. At last, experiments based on the IEEE 57 test system show that the proposed compound centrality algorithm can match the cyber-attack propagation scenario well, and we give the importance values of the nodes in a specific attack scenario.
url http://dx.doi.org/10.1155/2021/6641030
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AT yuanmeng nodeimportanceevaluationofcyberphysicalsystemundercyberattacksspreading
AT pengchang nodeimportanceevaluationofcyberphysicalsystemundercyberattacksspreading
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