JEL Classification:G21, G32, D81. | DOI: https://doi.org/10.31521/modecon.V47(2024)-01 |
Ahafonov Andrii., PhD Student at the Faculty of Management, Mykolayiv National Agrarian University, Mykolayiv, Ukraine
ORCID ID: 0009-0004-7480-0163
e-mail: 8_andreyag_8@ukr.net
Innovative Tools for Security-Oriented Management of Commercial Banks in Ukraine
Abstract. Introduction. In the context of globalization and rapid technological development, security of commercial banks in Ukraine has become one of the most critical elements for their successful operation. Innovative tools for security-oriented management are essential to effectively address new challenges, such as cyber threats, financial fraud, and risks associated with market instability.
Purpose. The purpose of this article is to substantiate the theoretical and methodological foundations and practical approaches to the implementation of innovative tools for security-oriented management in commercial banks operating in the Ukrainian market.
Results. The analysis shows that Ukraine’s modern financial market faces a high level of uncertainty and risk, which requires the implementation of innovative tools by commercial banks to ensure stability and security. The use of artificial intelligence, machine learning and big data analytics is crucial for the identification and prediction of risk factors. It is emphasized that innovative tools, such as early warning systems and blockchain technology, require adaptation to the specific conditions of the Ukrainian financial market and regulatory environment. These tools can increase the efficiency of risk management; however, their implementation must take into account the unique aspects of the local context.
Conclusions. Security-oriented management of commercial banks should be a focused and multifaceted process that includes not only technological solutions but also a methodical approach to risk assessment. An integral part of this management is the integration of preventive measures, the strengthening of internal control and audit, and the continuous improvement of security procedures to adapt to external threats and challenges. The results of the study can be valuable for Ukrainian banking institutions seeking to ensure the stability and reliability of their operations in the face of growing challenges and risks.
Keywords: security-oriented management; security-oriented management practices; commercial bank management; commercial banks, financial management; risk management;, risk mitigation.
References:
- Berisha, V., Morina, F., Hetemi, A., Zeqaj, B. (2023). The Role of Internal Audit in Credit Risk Management in Commercial Banks. Economic Alternatives, 29(1), 115-130. DOI: https://doi.org/10.37075/EA.2023.1.06.
- Kuzmynchuk, N., Zyma, O., Shayturo, O., Kutsenko, T., Terovanesova, O. (2021). Security-Oriented Bankruptcy Management as a Basis for Ensuring the Enterprises Competitiveness: Information and Analytical Tool and Counteracting Crime (Legal Aspect). 2021 IEEE 8th International Conference on Problems of Infocommunications, Science and Technology, PIC S and T 2021 – Proceedings (Kharkiv, 5 October 2021 – 7 October 2021). pp. 453-457. DOI: https://doi.org/10.1109/PICST54195.2021.9772179.
- Lin, J., Han, L. (2021). Lattice clustering and its application in credit risk management of commercial banks. Procedia Computer Science, 183, 145-151. DOI: https://doi.org/10.1016/j.procs.2021.02.043.
- Poltorak, A., Khrystenko, O., Sukhorukova, A., Moroz, T., Sharin, O. (2022). Development of an integrated approach to assessing the impact of innovative development on the level of financial security of households. Eastern-European Journal of Enterprise Technologies, 1/13(115),103-112. DOI: https://doi.org/10.15587/1729-4061.2022.253062.
- Poltorak, A., Volosyuk, Yu., Tyshchenko, S., Khrystenko O., Ribachuk V. (2023). Development of directions for improving the monitoring of the state economic security under conditions of global instability. Eastern-European Journal of Enterprise Technologies, 2(13-122), 17–27. DOI: 10.15587/1729-4061.2022.253062.
- Sirenko, N., Atamanyuk, I., Volosyuk, Yu., Poltorak, A., Melnyk, O., Fenenko, P. (2020). Paradigm changes that strengthen the financial security of the state through FINTECH development. 11th International IEEE Conference Dependable Systems, Services and Technologies, DESSERT2020. DOI: https://doi.org/10.1109/DESSERT50317.2020.9125026.
- Xiaodan, W., Song, L. (2023). Research on risk management of commercial Banks under financial innovation based on fixed effects model. ACM International Conference Proceeding Series. 8th International Conference on Intelligent Information Processing, ICIIP 2023 (Bucharest, 21 November 2023 – 22 November 2023). pp. 223 – 227. DOI: https://doi.org/10.1145/3635175.3635215.
- Yan, L. Ch., Ying, C. (2010). Discussion on risk management of commercial bank. Proceedings – 2010 2nd IEEE International Conference on Information and Financial Engineering, ICIFE 2010 (17 September 2010 – 19 September 2010). pp. 770-773. DOI: https://doi.org/10.1109/ICIFE.2010.5609470.
- Yao, F., Wen, H., Luan, J. (2013). CVaR measurement and operational risk management in commercial banks according to the peak value method of extreme value theory. Mathematical and Computer Modelling, 58(1-2), 15-27. DOI: https://doi.org/10.1016/j.mcm.2012.07.013.
- Yesuratnam, G., Pushpa, M. (2010). Congestion management for security oriented power system operation using generation rescheduling. 2010 IEEE 11th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2010 (14 June 2010 – 17 June 2010). pp. 287-292. DOI:https://doi.org/10.1109/PMAPS.2010.5528719.
- Zhao, Yi. (2024). A Study on Risk Management of Commercial Banks’ Home Mortgage Loans Based on Risk Management Framework. Applied Mathematics and Nonlinear Sciences, 9(1), 20230226. DOI: https://doi.org/10.2478/amns.2023.2.00226.
- Bashynska, I. O. (2019). Risk tolerance as a criterion of safety-oriented management of an industrial enterprise. Biznes Inform, 11, 330–336. DOI: https://doi.org/10.32983/2222-4459-2019-11-330-336.
- Havlovska, N., Krymchak, O., Podhala, V. (2024). Formation of priorities of security-oriented management of enterprises in conditions of turbulence of the external environment. Modeling the development of the economic systems, 1, 275–281. DOI: https://doi.org/10.31891/mdes/2024-11-41.
- Halhash, M. R. (2024). Problems of formation of safety-oriented management in organizations. Visnyk Skhidnoukrainskoho natsionalnoho universytetu imeni Volodymyra Dalia, 4(284), 5-14. DOI: https://doi.org/10.33216/1998-7927-2024-284-4-5-14.
- Prytys, V. I. (2020). Conditions for the implementation of security-oriented management of enterprises, taking into account existing threats. Biznes Inform, 3, 453-459. DOI: https://doi.org/10.32983/2222-4459-2020-3-453-459.
- Ministry of Economic Development and Trade of Ukraine (2015). On the approval of Methodological recommendations regarding the comprehensive assessment of the volume of non-productive outflow (export) of financial resources outside of Ukraine (Order No. 286 of 03/24/2015). URL: https://zakon.rada.gov.ua/rada/show/v0286731-15#Text [in Ukrainian].
Received: 20 October 2024
How to quote this article? |
Ahafonov A. (2024). Innovative Tools for Security-Oriented Management of Commercial Banks in Ukraine. Modern Economics, 47(2024), 5-10. DOI: https://doi.org/10.31521/modecon.V47(2024)-01. |