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Vulnerability analysis of critical infrastructure network

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  • Kizhakkedath, A.
  • Tai, K.

Abstract

Critical infrastructure networks such as transportation networks, power grids, internet, etc. play a crucial role in the economic development of a country and also in the well-being of its citizens. These systems are however vulnerable to failures due to natural disasters, component aging, terrorist attacks and so on and the resulting service disruptions may result in debilitating impacts on the whole society. Hence, it is crucial to understand how the failure of the components in such a network affects the performance and integrity of the whole network. In order to investigate this, the paper studies the effect of random as well as intentional removal of components (nodes) on the functioning of critical infrastructure networks. The paper also proposes a flow redistribution mechanism incorporating geographic proximities to distribute the load on the failed or removed nodes. Two vulnerability indicators: network efficiency and accessibility have been used to measure the failure consequences in the network after node removals. The proposed framework for vulnerability analysis has been applied to a real world urban transit rail network, a bus network and a combined rapid transit-bus network to test its validity. The results from the study can help to gain foresight in safety management and can thus help to protect the system before failure/harm occurs.

Suggested Citation

  • Kizhakkedath, A. & Tai, K., 2021. "Vulnerability analysis of critical infrastructure network," International Journal of Critical Infrastructure Protection, Elsevier, vol. 35(C).
  • Handle: RePEc:eee:ijocip:v:35:y:2021:i:c:s1874548221000597
    DOI: 10.1016/j.ijcip.2021.100472
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    1. Zhang, Jianhua & Wang, Shuliang & Wang, Xiaoyuan, 2018. "Comparison analysis on vulnerability of metro networks based on complex network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 496(C), pages 72-78.
    2. Soh, Harold & Lim, Sonja & Zhang, Tianyou & Fu, Xiuju & Lee, Gary Kee Khoon & Hung, Terence Gih Guang & Di, Pan & Prakasam, Silvester & Wong, Limsoon, 2010. "Weighted complex network analysis of travel routes on the Singapore public transportation system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(24), pages 5852-5863.
    3. Wang, Jian-Wei & Rong, Li-Li, 2009. "A model for cascading failures in scale-free networks with a breakdown probability," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(7), pages 1289-1298.
    4. Zheng, Jian-Feng & Gao, Zi-You & Zhao, Xiao-Mei, 2007. "Modeling cascading failures in congested complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 385(2), pages 700-706.
    5. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    6. Yingying Xing & Jian Lu & Shengdi Chen & Sunanda Dissanayake, 2017. "Vulnerability analysis of urban rail transit based on complex network theory: a case study of Shanghai Metro," Public Transport, Springer, vol. 9(3), pages 501-525, October.
    7. Ouyang, Min & Zhao, Lijing & Hong, Liu & Pan, Zhezhe, 2014. "Comparisons of complex network based models and real train flow model to analyze Chinese railway vulnerability," Reliability Engineering and System Safety, Elsevier, vol. 123(C), pages 38-46.
    8. Antonio Candelieri & Bruno G. Galuzzi & Ilaria Giordani & Francesco Archetti, 2019. "Vulnerability of public transportation networks against directed attacks and cascading failures," Public Transport, Springer, vol. 11(1), pages 27-49, June.
    9. Zhang, Jianhua & Xu, Xiaoming & Hong, Liu & Wang, Shuliang & Fei, Qi, 2011. "Networked analysis of the Shanghai subway network, in China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(23), pages 4562-4570.
    10. J. Wang & Y.-H. Liu & Y. Jiao & H.-Y. Hu, 2009. "Cascading dynamics in congested complex networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 67(1), pages 95-100, January.
    11. J. J. Wu & H. J. Sun & Z. Y. Gao, 2009. "Capacity Assignment Model To Defense Cascading Failures," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 20(07), pages 991-999.
    12. Wang, Jianwei & Rong, Lili & Zhang, Liang & Zhang, Zhongzhi, 2008. "Attack vulnerability of scale-free networks due to cascading failures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(26), pages 6671-6678.
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    Cited by:

    1. Wang, Shuliang & Sun, Jingya & Zhang, Jianhua & Dong, Qiqi & Gu, Xifeng & Chen, Chen, 2023. "Attack-Defense game analysis of critical infrastructure network based on Cournot model with fixed operating nodes," International Journal of Critical Infrastructure Protection, Elsevier, vol. 40(C).
    2. Fan, Bing & Tan, Hongtao & Li, Yaqun, 2023. "Critical link identification algorithm for power communication networks in SDN architecture," International Journal of Critical Infrastructure Protection, Elsevier, vol. 40(C).
    3. Gao, Xin & Ye, Yunxia & Su, Wenxin & Chen, Linyan, 2023. "Assessing the comprehensive importance of power grid nodes based on DEA," International Journal of Critical Infrastructure Protection, Elsevier, vol. 42(C).

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