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Erschienen in: Wireless Personal Communications 1/2021

02.01.2021

Quantitative Estimate of Infrastructure Interdependence

verfasst von: Samuel Tweneboah-Koduah, Anthony Tsetse, Ramjee Prasad

Erschienen in: Wireless Personal Communications | Ausgabe 1/2021

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Abstract

The advancement in information and communication technologies and the integration with electric power grids, has made the later more pervasive, extensive, and in some cases complex in terms of design, structure, operations, and management. This complexity-induced convergence means the disruptions in one part of the system cascade to other areas, causing secondary, tertiary, and even higher-order destructive effects. Increasing complexity also means an increase in both systems' vulnerabilities and threats exposure. In most countries, various control measures are being implemented by both security engineers and regulatory bodies; aiming to intensify security requirements as well as compliance. This security objective is to ensure that critical infrastructure systems are not only protected but are also effective and resilient at all times. From the perspective of network theory, the paper proposes an infrastructure interdependence reliability metric; as a technique to assess the functional and structural impact of a systematic cyberattack on system (critical infrastructure) and its interdependent systems. The metric computes the infrastructure interdependence effectiveness index and resilience ratio among interdependent infrastructure systems. The reliability approach provides a perspective in understanding how systems convergence impact systems’ overall functionality, performance, and resilience. For researchers, the study presents a new approach that advances existing discussion on systems convergence in a heterogeneous environment such as IoT.

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Fußnoten
1
Industrial Control Systems—Supervisory Control And Data Acquisition.
 
2
This study is premised on the work of Simonovic and Peck [7].
 
3
Types of networks (a: unidirectional network with a single edge and vertex; b: unidirectional network with different types of vertices and edges; c: directional network with types of vertices).
 
4
For the purpose of this computation, we conducted an unstructured interviewed involving 52 interviewees. The objective was to find out how the identified SCADA functions influence the output of the identified BPDS activities.
 
Literatur
1.
Zurück zum Zitat Stapelberg, R. F. (2008). Infrastructure systems interdependencies and risk informed decision making (RIDM): Impact scenario analysis of infrastructure risks induced by natural, technological and intentional hazards. Journal on Systemics, Cybernetics and Informatics, 6(5), 21–27. Stapelberg, R. F. (2008). Infrastructure systems interdependencies and risk informed decision making (RIDM): Impact scenario analysis of infrastructure risks induced by natural, technological and intentional hazards. Journal on Systemics, Cybernetics and Informatics, 6(5), 21–27.
2.
Zurück zum Zitat Hassel, H. (2010). Risk and vulnerability analysis in society’s proactive emergency management: Developing methods and improving practices. Lund: Lund University. Hassel, H. (2010). Risk and vulnerability analysis in society’s proactive emergency management: Developing methods and improving practices. Lund: Lund University.
3.
Zurück zum Zitat Rahman, M. A., Pakštas, A., & Wang, F. Z. (2009). Network modelling and simulation tools. Simulation Modelling Practice and Theory, 17(6), 1011–1031.CrossRef Rahman, M. A., Pakštas, A., & Wang, F. Z. (2009). Network modelling and simulation tools. Simulation Modelling Practice and Theory, 17(6), 1011–1031.CrossRef
4.
Zurück zum Zitat Haimes, Y. Y., & Longstaff, T. (2002). The role of risk analysis in the protection of critical infrastructures against terrorism. Risk Analysis, 22(3), 439–444.CrossRef Haimes, Y. Y., & Longstaff, T. (2002). The role of risk analysis in the protection of critical infrastructures against terrorism. Risk Analysis, 22(3), 439–444.CrossRef
6.
Zurück zum Zitat Bedell, E. F. (1984). Computer solution: Strategies for success in the information age. New York: McGraw-Hill Inc. Bedell, E. F. (1984). Computer solution: Strategies for success in the information age. New York: McGraw-Hill Inc.
7.
Zurück zum Zitat Simonovic, S. P., & Peck, A. (2013). Dynamic resilience to climate change caused natural disasters in coastal megacities quantification framework. British Journal of Environment and Climate Change, 3(3), 378–401.CrossRef Simonovic, S. P., & Peck, A. (2013). Dynamic resilience to climate change caused natural disasters in coastal megacities quantification framework. British Journal of Environment and Climate Change, 3(3), 378–401.CrossRef
8.
Zurück zum Zitat Kong, J., & Simonovic, S. P. (2018). A model of interdependent infrastructure system resilience. International Journal of Safety and Security Engineering, 8(3), 377–389.CrossRef Kong, J., & Simonovic, S. P. (2018). A model of interdependent infrastructure system resilience. International Journal of Safety and Security Engineering, 8(3), 377–389.CrossRef
9.
Zurück zum Zitat Jiwei, L., Kang, T., Kong, R. T. L., & Soon, S. M. (2019). Modelling critical infrastructure network interdependencies and failure. International Journal of Critical Infrastructures, 15(1), 1–23.CrossRef Jiwei, L., Kang, T., Kong, R. T. L., & Soon, S. M. (2019). Modelling critical infrastructure network interdependencies and failure. International Journal of Critical Infrastructures, 15(1), 1–23.CrossRef
10.
Zurück zum Zitat Lin, Y., & Bie, Z. (2016). Study on the resilience of the integrated energy system. Energy Procedia, 103(1), 171–176.CrossRef Lin, Y., & Bie, Z. (2016). Study on the resilience of the integrated energy system. Energy Procedia, 103(1), 171–176.CrossRef
11.
Zurück zum Zitat Einstein, A., Podolsky, B., & Rosen, N. (1935). Can quantum-mechanical description of physical reality be considered complete? Physical Review, 47, 777–780. Einstein, A., Podolsky, B., & Rosen, N. (1935). Can quantum-mechanical description of physical reality be considered complete? Physical Review, 47, 777–780.
12.
Zurück zum Zitat Tweneboah-Koduah, S., Tsetse, A. K., Azasoo, J., & Endicott-Popovsky, B. (2018). Evaluation of cybersecurity threats on smart metering system. In Information technology-new generations (pp. 199–207). Cham: Springer. Tweneboah-Koduah, S., Tsetse, A. K., Azasoo, J., & Endicott-Popovsky, B. (2018). Evaluation of cybersecurity threats on smart metering system. In Information technology-new generations (pp. 199–207). Cham: Springer.
13.
Zurück zum Zitat Utne, I. B., Hokstad, P., & Vatn, J. (2011). A method for risk modeling of interdependencies in critical infrastructures. Reliability Engineering & System Safety, 96(6), 671–678.CrossRef Utne, I. B., Hokstad, P., & Vatn, J. (2011). A method for risk modeling of interdependencies in critical infrastructures. Reliability Engineering & System Safety, 96(6), 671–678.CrossRef
14.
Zurück zum Zitat Tweneboah-Koduah, S., & Prasad, R. (2020). The threats of infrastructure obsolescence to smart grid: A case study. Wireless Personal Communications 1–19. Tweneboah-Koduah, S., & Prasad, R. (2020). The threats of infrastructure obsolescence to smart grid: A case study. Wireless Personal Communications 1–19.
15.
Zurück zum Zitat Rinaldi, S. M., Peerenboom, J. P., & Kelly, T. K. (2001). Identifying, understanding, and analyzing critical infrastructure interdependencies. IEEE Control Systems, 21(6), 11–25.CrossRef Rinaldi, S. M., Peerenboom, J. P., & Kelly, T. K. (2001). Identifying, understanding, and analyzing critical infrastructure interdependencies. IEEE Control Systems, 21(6), 11–25.CrossRef
17.
Zurück zum Zitat Abdur Rahman, H. M. (2009). Modelling and simulation of interdependencies between the communication and information technology infrastructure and other critical infrastructures. Diss. University of British Columbia. Abdur Rahman, H. M. (2009). Modelling and simulation of interdependencies between the communication and information technology infrastructure and other critical infrastructures. Diss. University of British Columbia.
18.
Zurück zum Zitat Kjølle, G. H., Utne, I. B., & Gjerde, O. (2012). Risk analysis of critical infrastructures emphasizing electricity supply and interdependencies. Reliability Engineering & System Safety, 105, 80–89.CrossRef Kjølle, G. H., Utne, I. B., & Gjerde, O. (2012). Risk analysis of critical infrastructures emphasizing electricity supply and interdependencies. Reliability Engineering & System Safety, 105, 80–89.CrossRef
19.
Zurück zum Zitat Johansson, J., & Hassel, H. (2010). An approach for modelling interdependent infrastructures in the context of vulnerability analysis. Reliability Engineering & System Safety, 95(12), 1335–1344.CrossRef Johansson, J., & Hassel, H. (2010). An approach for modelling interdependent infrastructures in the context of vulnerability analysis. Reliability Engineering & System Safety, 95(12), 1335–1344.CrossRef
20.
Zurück zum Zitat Frank, M. (2000). Engineering systems thinking and systems thinking. Systems Engineering, 3(3), 163–168.CrossRef Frank, M. (2000). Engineering systems thinking and systems thinking. Systems Engineering, 3(3), 163–168.CrossRef
22.
Zurück zum Zitat Leurent, E., Blanco, Y., Efimov, D., & Maillard, O.-A. (2019). Approximate robust control of uncertain dynamical systems. arXiv:1903.00220. Leurent, E., Blanco, Y., Efimov, D., & Maillard, O.-A. (2019). Approximate robust control of uncertain dynamical systems. arXiv:​1903.​00220.
23.
Zurück zum Zitat Sterman, J. (2002). System dynamics: Systems thinking and modeling for a complex world. Sterman, J. (2002). System dynamics: Systems thinking and modeling for a complex world.
24.
Zurück zum Zitat Dudenhoeffer, D. D., Permann, M. R., & Manic, M. (2006). CIMS: A framework for infrastructure interdependency modeling and analysis. In Proceedings of the 2006 winter simulation conference (pp. 478–485). Dudenhoeffer, D. D., Permann, M. R., & Manic, M. (2006). CIMS: A framework for infrastructure interdependency modeling and analysis. In Proceedings of the 2006 winter simulation conference (pp. 478–485).
25.
Zurück zum Zitat Sun, C.-C., Hahn, A., & Liu, C.-C. (2018). Cyber security of a power grid: State-of-the-art. International Journal of Electrical Power & Energy Systems, 99, 45–56.CrossRef Sun, C.-C., Hahn, A., & Liu, C.-C. (2018). Cyber security of a power grid: State-of-the-art. International Journal of Electrical Power & Energy Systems, 99, 45–56.CrossRef
26.
Zurück zum Zitat Bruneau, M., et al. (2003). A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra, 19(4), 733–752.CrossRef Bruneau, M., et al. (2003). A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra, 19(4), 733–752.CrossRef
27.
Zurück zum Zitat Chang, S. E., & Shinozuka, M. (2004). Measuring improvements in the disaster resilience of communities. Earthquake Spectra, 20(3), 739–755.CrossRef Chang, S. E., & Shinozuka, M. (2004). Measuring improvements in the disaster resilience of communities. Earthquake Spectra, 20(3), 739–755.CrossRef
28.
Zurück zum Zitat Rose, A. (2004). Defining and measuring economic resilience to disasters. Disaster Prevention and Management: An International Journal. Rose, A. (2004). Defining and measuring economic resilience to disasters. Disaster Prevention and Management: An International Journal.
29.
Zurück zum Zitat Comes, T., & Van de Walle, B. (2014). Measuring disaster resilience: The impact of hurricane sandy on critical infrastructure systems. ISCRAM, 11, 195–204. Comes, T., & Van de Walle, B. (2014). Measuring disaster resilience: The impact of hurricane sandy on critical infrastructure systems. ISCRAM, 11, 195–204.
30.
Zurück zum Zitat Keating, A., Campbell, K., Szoenyi, M., McQuistan, C., Nash, D., & Burer, M. (2017). Development and testing of a community flood resilience measurement tool. Natural Hazards and Earth System Sciences Discussions, 17(1), 77–101.CrossRef Keating, A., Campbell, K., Szoenyi, M., McQuistan, C., Nash, D., & Burer, M. (2017). Development and testing of a community flood resilience measurement tool. Natural Hazards and Earth System Sciences Discussions, 17(1), 77–101.CrossRef
31.
Zurück zum Zitat Cutter, S. L., & Derakhshan, S. (2020). Temporal and spatial change in disaster resilience in US counties, 2010–2015. Environmental Hazards, 19(1), 10–29.CrossRef Cutter, S. L., & Derakhshan, S. (2020). Temporal and spatial change in disaster resilience in US counties, 2010–2015. Environmental Hazards, 19(1), 10–29.CrossRef
32.
Zurück zum Zitat Balthrop, J., Forrest, S., Newman, M. E., & Williamson, M. M. (2004). Technological networks and the spread of computer viruses. Science, 304(5670), 527–529.CrossRef Balthrop, J., Forrest, S., Newman, M. E., & Williamson, M. M. (2004). Technological networks and the spread of computer viruses. Science, 304(5670), 527–529.CrossRef
34.
Zurück zum Zitat Carlson, J. L., et al. (2012). Resilience: Theory and application. Argonne, IL: Argonne National Lab. (ANL).CrossRef Carlson, J. L., et al. (2012). Resilience: Theory and application. Argonne, IL: Argonne National Lab. (ANL).CrossRef
36.
Zurück zum Zitat Arnold, R. D., & Wade, J. P. (2015). A definition of systems thinking: A systems approach. Procedia Computer Science, 44, 669–678.CrossRef Arnold, R. D., & Wade, J. P. (2015). A definition of systems thinking: A systems approach. Procedia Computer Science, 44, 669–678.CrossRef
38.
Zurück zum Zitat Chen, P., Scown, C., Matthews, H. S., Garrett, J. H., Jr., & Hendrickson, C. (2009). Managingcritical infrastructure interdependencethrougheconomic input-output methods. Journal of Infrastructure Systems, 15(3), 200–210.CrossRef Chen, P., Scown, C., Matthews, H. S., Garrett, J. H., Jr., & Hendrickson, C. (2009). Managingcritical infrastructure interdependencethrougheconomic input-output methods. Journal of Infrastructure Systems, 15(3), 200–210.CrossRef
39.
Zurück zum Zitat Eusgeld, I., Nan, C., & Dietz, S. (2011). ‘System-of-systems’ approach for interdependent critical infrastructures. Reliability Engineering & System Safety, 96(6), 679–686.CrossRef Eusgeld, I., Nan, C., & Dietz, S. (2011). ‘System-of-systems’ approach for interdependent critical infrastructures. Reliability Engineering & System Safety, 96(6), 679–686.CrossRef
Metadaten
Titel
Quantitative Estimate of Infrastructure Interdependence
verfasst von
Samuel Tweneboah-Koduah
Anthony Tsetse
Ramjee Prasad
Publikationsdatum
02.01.2021
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2021
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-020-08012-8

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