Pricing the Cost of Cybercrime—A Financial Protection Approach
- 1 Department of Economics, Democritus University of Thrace, Komotini, Greece
- 2 Department of Economics, Democritus University of Thrace, Komotini, Greece
Abstract
Infrastructures, businesses, end-users and services offered in the digitally integrated environment are exposed to a wide range of risks such as denial of service, hacking, phishing, ransomware, viruses, etc. Consequently, along with their physical life, individuals and organizations have to secure their digital life as well. Digital threats may have a major economic impact both on the individuals and the society, through the direct loss of income and/or property or even an indirect reduction of the individuals’ contribution back to the society and the state. The purpose of this paper is to study the effect of cyber-attacks to the economy, to price the associated cost and to recommend possible measures that internet service providers (ISPs) and policy makers can apply in order to mitigate these risks. In order to achieve that, we employ insurance (actuarial) pricing techniques to calculate the cost of cyber-attacks for an individual and for the economy of a country in total. We are therefore at the same time in place to recommend insurance coverage solutions that can assist in protecting the entity of interest from cyber risks. This resembles to the calculation of a risk premium, as the premium is calculated taking into account only the probability of occurrence of a cyber-attack and the interest rate and not any other loadings. In this context, we mimic the pricing of a policy that provides coverage for the cyber-attack, as well as the calculation of the amount that has to be set aside in order to compensate for the one-off economic loss suffered by the individual, as a result of its occurrence. Here lies our contribution to the scientific research in the field of cyber security insurance, as we employ insurance-based actuarial techniques in order to quantify the relevant loss.
- Adar, E., Bisogni, F., Bohme, R., Bruck, T., Cavallini, S., Christin, N., Grossklags, J., Janello, C., Kranz, J., Nowey, T., Picot, A., Pym, D., Rath, M., Schneider, R., Telang, R. and Ward, J. (2012) Economics of Security: Facing the Challenges—A Multidisciplinary Assessment. Tech. Rep. TP-32-12-064-EN-N, European Network and Information Security Agency (ENISA).
- World Economic Forum (2017) The Global Risks Report. https://www.weforum.org/reports/the-global-risks-report-2017
- Cebula, J.J. and Young, L.R. (2010) A Taxonomy of Operational Cyber Security Risks. Technical Note CMU/SEI-2010-TN-028, Software Engineering Institute, Carnegie Mellon University. http://resources.sei.cmu.edu/library/asset-view.cfm?AssetID=9395
- Dimitriou, D. and Poufinas, T. (2016) Cost of Road Accident Fatalities to the Economy. International Advances in Economic Research, 22, 433-445. https://doi.org/10.1007/s11294-016-9601-0
- Dimitriou, D. and Poufinas, T. (2017) Quantitative Financial Analysis for the Estimation of Roadaccident Costs. International Journal of Decision Support Systems, 2, 260-277. https://doi.org/10.1504/IJDSS.2017.092253
- Meland, P., Tondel, I. and Solhaug, B. (2015) Mitigating Risk with Cyberinsurance. IEEE Security Privacy, 13, 38-43. https://doi.org/10.1109/MSP.2015.137
- Zhao, X., Xue, L. and Whinston, A.B. (2014) Managing Interdependent Information Security Risks: Cyber Insurance, Managed Security Services and Risk Pooling Arrangements. Journal of Management Information Systems, 30, 123-152. https://doi.org/10.2753/MIS0742-1222300104
- Betterley, R. (2010) Understanding the Cyber Risk Insurance and Remediation Services Marketplace: A Report on the Experiences and Opinions of Middle Market CFOs. http://betterley.com/samples/crmm_10_nt.pdf
- Filkins, B., Wright, B. and Bradford, D. (2016) Bridging the Insurance/InfoSec Gap: The SANS 2016 Cyber Insurance Survey. SANS Institute InfoSec Reading Room.
- Gordon, L.A., Loeb, M.P. and Sohail, T. (2003) A Framework for Using Insurance for Cyber-Risk Management. Communications of the ACM, 44, 70-75. https://doi.org/10.1145/383694.383709
- Bohme, R. and Schwartz, G. (2010) Modeling Cyber-Insurance: Towards a Unified Framework (Working Paper). Workshop on the Economics of Information Security, Harvard University, Cambridge.
- Wheatley, S., Maillart, T. and Sornette, D. (2016) The Extreme Risk of Personal Data Breaches and the Erosion of Privacy. The European Physical Journal B, 89, 1-12. https://doi.org/10.1140/epjb/e2015-60754-4