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Who Should Pay for Interdependent Risk? Policy Implications for Security Interdependence Among Airports

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  • Gabriel Kuper
  • Fabio Massacci
  • Woohyun Shim
  • Julian Williams

Abstract

We study interdependent risks in security, and shed light on the economic and policy implications of increasing security interdependence in presence of reactive attackers. We investigate the impact of potential public policy arrangements on the security of a group of interdependent organizations, namely, airports. Focusing on security expenditures and costs to society, as assessed by a social planner, to individual airports and to attackers, we first develop a game‐theoretic framework, and derive explicit Nash equilibrium and socially optimal solutions in the airports network. We then conduct numerical experiments mirroring real‐world cyber scenarios, to assess how a change in interdependence impact the airports' security expenditures, the overall expected costs to society, and the fairness of security financing. Our study provides insights on the economic and policy implications for the United States, Europe, and Asia.

Suggested Citation

  • Gabriel Kuper & Fabio Massacci & Woohyun Shim & Julian Williams, 2020. "Who Should Pay for Interdependent Risk? Policy Implications for Security Interdependence Among Airports," Risk Analysis, John Wiley & Sons, vol. 40(5), pages 1001-1019, May.
  • Handle: RePEc:wly:riskan:v:40:y:2020:i:5:p:1001-1019
    DOI: 10.1111/risa.13454
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    as
    1. Gerald G. Brown & Louis Anthony (Tony) Cox, Jr., 2011. "How Probabilistic Risk Assessment Can Mislead Terrorism Risk Analysts," Risk Analysis, John Wiley & Sons, vol. 31(2), pages 196-204, February.
    2. Ríos Insua, David & Cano, Javier & Pellot, Michael & Ortega, Ricardo, 2016. "Multithreat multisite protection: A security case study," European Journal of Operational Research, Elsevier, vol. 252(3), pages 888-899.
    3. Theresa Brown & Walt Beyeler & Dianne Barton, 2004. "Assessing infrastructure interdependencies: the challenge of risk analysis for complex adaptive systems," International Journal of Critical Infrastructures, Inderscience Enterprises Ltd, vol. 1(1), pages 108-117.
    4. Geoffrey Heal & Howard Kunreuther, 2003. "You Only Die Once: Managing Discrete Interdependent Risks," NBER Working Papers 9885, National Bureau of Economic Research, Inc.
    5. Zhang, Pengcheng & Peeta, Srinivas, 2011. "A generalized modeling framework to analyze interdependencies among infrastructure systems," Transportation Research Part B: Methodological, Elsevier, vol. 45(3), pages 553-579, March.
    6. M.‐Elisabeth Paté‐Cornell & Marshall Kuypers & Matthew Smith & Philip Keller, 2018. "Cyber Risk Management for Critical Infrastructure: A Risk Analysis Model and Three Case Studies," Risk Analysis, John Wiley & Sons, vol. 38(2), pages 226-241, February.
    7. Zhang, Pengcheng & Peeta, Srinivas, 2014. "Dynamic and disequilibrium analysis of interdependent infrastructure systems," Transportation Research Part B: Methodological, Elsevier, vol. 67(C), pages 357-381.
    8. Kjell Hausken & Fei He, 2016. "On the Effectiveness of Security Countermeasures for Critical Infrastructures," Risk Analysis, John Wiley & Sons, vol. 36(4), pages 711-726, April.
    9. Alexander A. Ganin & Phuoc Quach & Mahesh Panwar & Zachary A. Collier & Jeffrey M. Keisler & Dayton Marchese & Igor Linkov, 2020. "Multicriteria Decision Framework for Cybersecurity Risk Assessment and Management," Risk Analysis, John Wiley & Sons, vol. 40(1), pages 183-199, January.
    10. Pu Jiang & Yacov Y. Haimes, 2004. "Risk Management for Leontief‐Based Interdependent Systems," Risk Analysis, John Wiley & Sons, vol. 24(5), pages 1215-1229, October.
    11. Chopra, Shauhrat S. & Khanna, Vikas, 2015. "Interconnectedness and interdependencies of critical infrastructures in the US economy: Implications for resilience," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 436(C), pages 865-877.
    12. Joanna Resurreccion & Joost Santos, 2013. "Uncertainty modeling of hurricane-based disruptions to interdependent economic and infrastructure systems," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 69(3), pages 1497-1518, December.
    13. Michael J. North, 2001. "Multi-Agent Social and Organizational Modeling of Electric Power and Natural Gas Markets," Computational and Mathematical Organization Theory, Springer, vol. 7(4), pages 331-337, December.
    14. Hausken, Kjell, 2017. "Defense and attack for interdependent systems," European Journal of Operational Research, Elsevier, vol. 256(2), pages 582-591.
    15. Vicki Bier & Hoa Han & Lorna Zack, 2008. "Models of Interdependent Security along the Milk Supply Chain," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1265-1271.
    16. Abdollah Shafieezadeh & Eun J. Cha & Bruce R. Ellingwood, 2015. "A Decision Framework for Managing Risk to Airports from Terrorist Attack," Risk Analysis, John Wiley & Sons, vol. 35(2), pages 292-306, February.
    17. Kjell Hausken, 2019. "Defence and attack of complex interdependent systems," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(3), pages 364-376, March.
    18. Flage, R. & Aven, T., 2015. "Emerging risk – Conceptual definition and a relation to black swan type of events," Reliability Engineering and System Safety, Elsevier, vol. 144(C), pages 61-67.
    19. Geoffrey Heal & Howard Kunreuther, 2007. "Modeling Interdependent Risks," Risk Analysis, John Wiley & Sons, vol. 27(3), pages 621-634, June.
    20. Kunreuther, Howard & Heal, Geoffrey, 2003. "Interdependent Security," Journal of Risk and Uncertainty, Springer, vol. 26(2-3), pages 231-249, March-May.
    21. Zhang, Chi & Ramirez-Marquez, José Emmanuel & Wang, Jianhui, 2015. "Critical infrastructure protection using secrecy – A discrete simultaneous game," European Journal of Operational Research, Elsevier, vol. 242(1), pages 212-221.
    22. Sandler, Todd & Lapan, Harvey E., 1988. "The Calculus of Dissent: An Analysis of Terrorists' Choice of Targets," Staff General Research Papers Archive 10818, Iowa State University, Department of Economics.
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    2. Yan, Xihong & Ren, Xiaorong & Nie, Xiaofeng, 2022. "A budget allocation model for domestic airport network protection," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).

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