MODELING THE IMPACT OF CYBER THREATS ON INVESTMENT DECISION-MAKING

Authors

DOI:

https://doi.org/10.18372/2310-5461.71.21432

Keywords:

cyber threats, investment decisions, Sharpe ratio, annual loss expectancy (ALE), algorithmic trading, financial risk, digitalization, asset management

Abstract

Actuality. The global financial space of recent years is undergoing a massive digital transformation that fundamentally changes the architecture of investment services, however, it forms entirely new challenges and vulnerabilities, turning financial infrastructure into a major target for cyberattacks. Problem Statement. Traditional approaches to investment risk assessment, based on market volatility, completely ignore the risk of sudden loss or blocking of capital due to cyber incidents, which leads to erroneous managerial decisions. Solutions. The authors propose a scientific and methodical approach to the transformation of classical portfolio theories by directly integrating the relative annual loss expectancy, specific information security expenditures, and information asymmetry coefficients into the criteria for assessing risk-adjusted asset management efficiency. Results. A mathematical model of the expanded dimensionless Sharpe ratio was developed, and a simulation modeling of capital allocation between two funds with fundamentally different risk profiles was conducted, demonstrating a precise adjustment of the investment attractiveness vector toward transparent, high-margin strategies. Conclusions. The critical expediency of taking technological determinants into account when diversifying the portfolio of institutional and private investors to ensure an objective choice of financial instruments is proved.

Author Biography

Vitalii Dnistrovskyi, National Technical University "Kharkiv Polytechnic Institute", Kharkiv, Ukraine

Postgraduate

References

Markowitz H. Portfolio Selection. The Journal of Finance. 1952. Vol. 7, no. 1. P. 77–91.

Sharpe W. F. Mutual Fund Performance. The Journal of Business. 1966. Vol. 39, no. 1. P. 119–138.

Graham B., Dodd D. Security Analysis. New York: McGraw-Hill, 1934. 725 p.

Gordon L. A., Loeb M. P. The Economics of Information Security Investment. ACM Transactions on Information and System Security. 2002. Vol. 5, no. 4. P. 438–457.

Kopp E., Kaffenberger L., Christopher W. Cyber Risk, Market Failures, and Financial Stability. IMF Working Papers. 2017. No. 17/185. P. 1–35.

Shaw R. S., Post G. V. The Threat Within: Assessing and Quantifying Insider Cybersecurity Risks in Financial Institutions. Journal of Financial Crime. 2021. Vol. 28, no. 3. P. 742–755.

Taleb N. N. The Black Swan: The Impact of the Highly Improbable. New York: Random House, 2007. 400 p.

Akerlof G. A. The Market for "Lemons": Quality Uncertainty and the Market Mechanism. The Quarterly Journal of Economics. 1970. Vol. 84, no. 3. P. 488–500.

Pak E. Quantitative Methods and Algorithmic Strategies in Contemporary Asset Management. Journal of Financial Data Science. 2023. Vol. 5, no. 2. P. 108–119.

Краснова М. В. Договори в екологічному та інформаційному правоі України : монографія. Київ : Алерта, 2012. 216 с.

Akerlof, G. A. (1970). The Market for “Lemons”: Quality Uncertainty and the Market Mechanism. Quarterly Journal of Economics, 84(3), 488–500. https://doi.org/10.2307/1879431

Published

2026-09-10

How to Cite

Dnistrovskyi, V. (2026). MODELING THE IMPACT OF CYBER THREATS ON INVESTMENT DECISION-MAKING. Science-Based Technologies, 71(3), 320–326. https://doi.org/10.18372/2310-5461.71.21432

Issue

Section

Information technology and electronics