Model of Investment Strategies of Transport Situational Centers in Cyber Security Systems

Authors

DOI:

https://doi.org/10.28925/2663-4023.2018.2.6879

Keywords:

decision support system, model, bilinear functions, mutual investment, cyber security, situational transport center

Abstract

The actual task of finding the optimal strategy for control the procedure of mutual financial investments to the situation center for cyber security on transport. The aim of the work – the development of a model for a decision support system on the continuous mutual investment in a cyber security situational center, which differs from the existing ones by solving a bilinear differential quality game with several terminal surfaces. In order to achieve the goal there was used a discrete-approximation method for solving a bilinear differential quality game with dependent motions. Application of this method in the developed decision support system, unlike existing ones, gives concrete recommendations ft choosing control decisions in the investment process. The proposed model gives concrete recommendations at choosing strategies in the investment process at the creation of a protected situational center. In the course of the computational experiment, there was considered a new class of bilinear differential games that allowed adequately to describe the process of investing in cyber security means of situational transport centers in Kazakhstan and Ukraine. For the first time, there was proposed a model describing the process of mutual investment based on the solution of bilinear equations and a differential quality game with several terminal surfaces. Considered the peculiarity of the differential game on the example of mutual investment in the means of cyber security of the situational transport center. In this case, the right-hand side of the system of differential equations is represented in the form of bilinear functions with arbitrary coefficients. The model allows to predict the results of investment and to find strategies for managing the investment process in the protection and cyber security systems of the situational transport center.

Downloads

Download data is not yet available.

Author Biographies

Valerii A. Lakhno, National University of Life and Environmental Sciences of Ukraine

Dr. Sc., Professor, Head of Department of computer systems and networks

Volodymyr P. Malyukov, National University of Life and Environmental Sciences of Ukraine

Dr. Sc., Associate Professor, Professor, Department of computer systems and networks

Liubov D. Plyska, National University of Life and Environmental Sciences of Ukraine

Post-graduate student of the Department of computer systems and networks

References

Gordon, L. A., Loeb, M. P., Lucyshyn, W., & Zhou, L. (2015). Externalities and the magnitude of cyber security underinvestment by private sector firms: a modification of the Gordon-Loeb model. Journal of Information Security, 6(1), 24. DOI: 10.4236/jis.2015.61003

Fielder, A., Panaousis, E., Malacaria, P., Hankin, C., & Smeraldi, F. (2016). Decision support approaches for cyber security investment. Decision Support Systems, 86, 13–23. DOI: org/10.1016/j.dss.2016.02.012

Meland, P. H., Tondel, I. A., & Solhaug, B. (2015). Mitigating risk with cyberinsurance. IEEE Security & Privacy, 13(6), 38–43. DOI: 10.1109/MSP.2015.137

Smeraldi, F., & Malacaria, P. (2014). How to spend it: optimal investment for cyber security. In Proceedings of the 1st International Workshop on Agents and CyberSecurity (p. 8). ACM. DOI: 10.1145/2602945.2602952

Tosh, D. K., Molloy, M., Sengupta, S., Kamhoua, C. A., & Kwiat, K. A. (2015, August). Cyber-investment and cyber-information exchange decision modeling. In High Performance Computing and Communications (HPCC), 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS), 2015 IEEE 12th International Conferen on Embedded Software and Systems (ICESS), 2015 IEEE 17th International Conference on (pp. 1219–1224). IEEE.

Alpcan, T., & Bambos, N. (2009, October). Modeling dependencies in security risk management. In Risks and Security of Internet and Systems (CRiSIS), 2009 Fourth International Conference on (pp. 113–116). IEEE.6.

Peppard, J. The strategic management of information systems: Building a digital strategy [Text] / J. Peppard, J. Ward, John Wiley & Sons, 2016.

Malyukov V.P. A differential game of quality for two groups of objects [Text] / V.P. Malyukov // Journal of Applied Mathematics and Mechanics. – 1991. – Vol. 55. – Iss. 5. – pp. 596 – 606.

Cassidy, A. A practical guide to information systems strategic planning [Text] / A. Cassidy, CRC press, 2016.

Bonczek, R. H. Foundations of decision support systems [Text] / R. H. Bonczek, C. W. Holsapple, & A. B. Whinston, Academic Press, 2014, P. 412.

Malyukov V.P. Discrete-approximation method for solving a bilinear differential game [Text] / V.P. Malyukov // Cybernetics and Systems Analysis. – 1993. – Vol. 29. – Iss. 6. – P. 879 – 888.

Koziolek, A. Assessing survivability to support power grid investment decisions [Text] / A. Koziolek, A. Avritzer, S. Suresh, D. S. Menasché, M. Diniz, E. D. S. e Silva, & L. Happe // Reliability Engineering & System Safety. – 2016. – Vol. 155. – P. 30–43. https://doi.org/10.1016/j.ress.2016.05.015

Lakhno, V. Development of a Support System for Managing the Cyber Security of Information and Communication Environment of Transport [Text] / V. Lakhno, A. Petrov, & A. Petrov // In International Conference on Information Systems Architecture and Technology. – 2017. – P. 113–127. DOI: https://doi.org/10.1007/978-3-319-67229-8_11

Lakhno, V. A. Development of a support system for managing the cyber security [Text] / V.A. Lakhno // Radio Electronics, Computer Science, Control. – 2017. – Vol. (2). – P. 109–116. DOI: https://doi.org/10.15588/1607-3274-2017-2-12

Lakhno, V. Funding model for port information system cyber security facilities with incomplete hacker information available [Text] / V. Lakhno, V. Malyukov, L. Parkhuts,

V. Buriachok, B. Satzhanov, & A. Tabylov // Journal of Theoretical and Applied Information Technology. – 2018. Vol. 96. – P. 4215-4225.

Akhmetov, B. Model of investment strategies in cyber security systems of transport situational centers. [Text] / B. B. Akhmetov, V. A. Lakhno, & V. P. Malyukov // Radio Electronics, Computer Science, Control. – 2018. Vol. 2(45). – P. 83-90.

Downloads


Abstract views: 478

Published

2018-12-27

How to Cite

Lakhno, V. A., Malyukov, V. P., & Plyska, L. D. (2018). Model of Investment Strategies of Transport Situational Centers in Cyber Security Systems. Electronic Professional Scientific Journal «Cybersecurity: Education, Science, Technique», 2(2), 68–79. https://doi.org/10.28925/2663-4023.2018.2.6879