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ECONOMIC AND CYBER SECURITY
Keywords:
arithmetic comparison, computer systems for processing integer economic data, cyberattacks, cybersecurity, cyber protection, data comparison methods, financial losses, information security, modular number system, non-positional number system, nulling constants, positional features of a non-positional code, single-line binary code, threats, strategically important enterprises, security, economic security, state regulatory policy, business environment, martial law, financial support, institutional support, semantic role labelling, nlp techniques, economic data analysis, cybersecurity text mining, semantic role extraction, sentiment analysis, financial security, management of the financial security system, monitoring of financial security, national security, linear economy model, sustainable development, innovative development, circular economy, innovative system, innovative infrastructure, evolution of the circular economy, business model of a closed cycleSynopsis
Collective monograph highlights the results of systematic scientific research devoted to the problems of economic cyber security as a component of the financial security of the state, and contains practical recommendations on measures to strengthen the security of the state, in particular strategically important enterprises, in the presence of modern threats.
Chapter 1 analyzes the position of Ukraine in the global cyber security ratings and outlines promising directions for increasing its level, one of which is the improvement of information protection systems of critical infrastructure objects. A data comparison algorithm is considered, which consists in continuous monitoring and scanning of data by constantly comparing data with information patterns of users and services, as well as threat patterns and indicators based on previous experience, not only one's own, within a local network or system, but also globally scale An improved method of rapid data comparison is presented, which provides maximum accuracy of comparison with a minimum amount of equipment for comparing devices. Its use makes it possible to identify potential cyber threats and take preventive measures, which will increase the level of protection of critical infrastructure objects.
Chapter 2 focuses on defining strategic directions for ensuring economic cyber security of business in Ukraine. The importance of information protection in the context of the development of the digital economy has been updated, and the place of economic cyber security in the national security system has been determined. A thorough analysis of the dynamics of cyber incidents in the world in recent years was carried out and the specifics of the manifestation of cyber threats at the macro and micro levels were outlined. Special attention is paid to the intrusion detection process and a detailed study of the working principles of modern intrusion detection and prevention systems. It is expected that the use of the proposed recommendations on the cyber security policy will significantly increase the level of information security (confidentiality, integrity and availability) of the business.
Chapter 3 is dedicated to solving the problem of strengthening the security of strategically important enterprises of Ukraine by developing effective forms of implementation of the state regulatory policy in this direction. The issue of identifying strategically important enterprises and forming their security at the state level as a basis for supporting and restoring the national economy has been updated. The strategic directions of deregulation of business activity in Ukraine, including strategically important enterprises, have been determined. One of them is institutional support of state regulatory policy, improvement of regulatory policy. On the basis of the analysis of the existing institutional support of the state regulatory policy regarding strategically important enterprises, it has been proved that the basis of the formation of effective forms of implementation of the state regulatory policy of support and strengthening of the security of strategically important enterprises is the need to improve the current legislation, the formation of effective institutional and organizational support and the clustering of the national economy based on strategic important enterprises with the possibility of creating integrated corporate structures. A model of the process of assessing the effectiveness of the implementation of the state regulatory policy on ensuring the security of strategically important enterprises is proposed, which provides regulatory bodies with a tool to influence its level with the provision of economic development and social stability in Ukraine.
Chapter 4 explores Semantic role labeling (SRL) as a key Natural Language Processing (NLP) task that plays a vital role in extracting meaningful information from text. The role of SRL and its application is considered in the context of economics and cyber security, because the accurate definition and analysis of semantic roles in text is critical due to the rapid increase in the amount and complexity of textual information. State-of-the-art NLP classifiers used in decision-making, market analysis and financial reports, media articles, and economic texts are reviewed. It is emphasized that the process of determining relevant information from a large array of data collected from disparate sources requires an optimal methodological base, which should include the use of special tools for cleaning, tokenization, marking parts of speech with labels for preparation for NLP analysis. With the help of NLP classifiers, it becomes possible to automatically identify data, which allows to get information about market trends or security threats, depending on the specific field. It is noted that the proposed methods are practically significant, as they improve the ability to extract useful information, assess risks and make informed decisions by organizing unstructured textual data.
Chapter 5 is dedicated to the comprehensive substantiation of the theoretical and methodological foundations and practical methods of monitoring the state of financial security of Ukraine in conditions of economic turbulence as a factor ensuring the preservation of the state's financial system. Indicators of the state of financial security of regions are proposed and it is proved that they are not strongly connected, and also interconnected with the state of financial security of the state, which allows their use as input information in the process of calculating the integral indicator of the state of financial security of the region. On the basis of the proposed methodology for assessing the state of financial security of regions, integral indicators of the state of financial security of regions of Ukraine were calculated, which are actually the result of collapsing indicators by subsystems into a system index for a certain region, high values of which characterize a relatively stable value of financial security of a certain region, and low values signal its dangerous or critical condition.
Chapter 6 discusses the essence and features of the circular economy as an innovative com-ponent of the modern economy, which functions and develops on the basis of sustainable devel-opment, the deep reasons for its emergence, formation and transformation into a factor in the formation of a new paradigm of the global economy. Being a mechanism for the implementation of the Global Goals of sustainable development, the concept of a closed cycle economy encourages highly deve loped countries and businesses to introduce innovations and define the development of a circular economy as a priority in their long-term strategies.
The monograph is intended for researchers who are engaged in the development of measures to increase the financial security of the state, primarily through the development or improvement of security systems in cyberspace, as well as practitioners who are looking for the best scientific solutions for implementation, which can contribute to the formation of reliable cyber protection measures in the information environment of the enterprise, contributing to the increase of its financial security.
The monograph is also useful for state authorities, which are forced to search for operational, most effective solutions to ensure the financial security of the state as a whole, its strategic enterprises, including critical infrastructure, in particular through the regulation of security measures in the information space, in the presence of modern external threats.
ISBN 978-617-7319-98-5 (on-line)
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How to Cite: Economic and cyber security (2023). Kharkiv: PC TECHNOLOGY CENTER, 196. doi: https://doi.org/10.15587/978-617-7319-98-5
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Indexing:
CHAPTER 1 Cyberspace protection system based on the data comparison method
by Victor Krasnobayev, Alina Yanko, Alina Hlushko, Oleg Kruk, Oleksandr Kruk, Vitalii Gakh
https://doi.org/10.15587/978-617-7319-98-5.ch1
CHAPTER 2 Economic cybersecurity of business in Ukraine: strategic directions and implementation mechanism
by Svitlana Onyshchenko, Alina Yanko, Alina Hlushko, Oleksandra Maslii
https://doi.org/10.15587/978-617-7319-98-5.ch2
CHAPTER 3 Strengthening the security of Ukrainian strategically important enterprises as a basis for the national economy supporting and restoring
by Oleksandr Kivshyk
https://doi.org/10.15587/978-617-7319-98-5.ch3
CHAPTER 4 Semantic role labelling and analysis in economic and cybersecurity contexts using natural language processing classifiers
by Kateryna Potapova, Mykola Nalyvaichuk, Vasyl Meliukh, Stanislav Gurynenko, Kostiantyn Koliada, Alexandre Scherbyna
https://doi.org/10.15587/978-617-7319-98-5.ch4
CHAPTER 5 Theoretical and praxeological approaches to monitoring the state of financial security of Ukraine
by Anastasiia Poltorak, Svitlana Tyshchenko, Olha Khrystenko, Volodimir Ribachuk, Vitalii Kuzoma, Viktoriia Stamat
https://doi.org/10.15587/978-617-7319-98-5.ch5
CHAPTER 6 Current issues of innovative development and evolution of the circular economy at the regional scale
by Maksym Kolesnyk, Olena Arefieva, Dmytro Onopriienko, Yuliia Kovalenko, Tetiana Ostapenko, Iryna Hrashchenko
https://doi.org/10.15587/978-617-7319-98-5.ch6
Author Biographies
Victor Krasnobayev, V. N. Karazin Kharkiv National University
Doctor of Technical Sciences, Professor
Department of Electronics and Control Systems
https://orcid.org/0000-0001-5192-9918
Alina Yanko, National University "Yuri Kondratyuk Poltava Polytechnic"
PhD, Associate Professor
Department of Computer and Information Technologies and Systems https://orcid.org/0000-0003-2876-9316
Alina Hlushko, National University "Yuri Kondratyuk Poltava Polytechnic"
PhD, Associate Professor
Department of Finance, Banking and Taxation https://orcid.org/0000-0002-4086-1513
Oleg Kruk, National University "Yuri Kondratyuk Poltava Polytechnic"
Postgraduate Student
Department of Automation, Electronics and Telecommunications https://orcid.org/0009-0004-4241-2676
Oleksandr Kruk, National University "Yuri Kondratyuk Poltava Polytechnic"
Postgraduate Student
Department of Automation, Electronics and Telecommunications https://orcid.org/0009-0000-7503-5249
Vitalii Gakh, National University "Yuri Kondratyuk Poltava Polytechnic"
Postgraduate Student
Department of Architecture of Building and Design https://orcid.org/0009-0003-9462-9554
Svitlana Onyshchenko, National University "Yuri Kondratyuk Poltava Polytechnic"
Doctor in Economics, Professor
Department of Finance, Banking and Taxation https://orcid.org/0000-0002-6173-4361
Oleksandra Maslii, National University "Yuri Kondratyuk Poltava Polytechnic"
PhD, Associate Professor
Department of Finance, Banking and Taxation https://orcid.org/0000-0003-2184-968Х
Oleksandr Kivshyk, National University "Yuri Kondratyuk Poltava Polytechnic"
Doctoral Candidate
Department of Finance, Banking and Taxation https://orcid.org/0000-0002-7154-2603
Kateryna Potapova, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
PhD, Associate Professor
Department of System Programming and Specialized Computer Systems https://orcid.org/0000-0002-3347-6350
Mykola Nalyvaichuk, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
PhD, Senior Lecturer
Department of System Programming and Specialized Computer Systems https://orcid.org/0000-0002-8942-9844
Vasyl Meliukh, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
Department of System Programming and Specialized Computer Systems https://orcid.org/0009-0009-3783-9954
Stanislav Gurynenko, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
Postgraduate Student
Department of Computer-Integrated Optical and Navigation Systems https://orcid.org/0000-0003-0180-3107
Kostiantyn Koliada, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
PhD, Senior Lecturer
Department of System Programming and Specialized Computer Systems https://orcid.org/0000-0002-3962-5791
Alexandre Scherbyna, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
PhD, Associate Professor
Department of System Programming and Specialized Computer Systems https://orcid.org/0000-0003-0224-1441
Anastasiia Poltorak, Mykolayiv National Agrarian University
Doctor of Economics Sciences, Professor, Head of Department
Department of Management and Marketing https://orcid.org/0000-0002-9752-9431
Svitlana Tyshchenko, Mykolayiv National Agrarian University
PhD, Associate Professor, Head of Department
Department of Economic Cybernetics, Computer Sciences and Information Technologies https://orcid.org/0000-0001-7881-8740
Olha Khrystenko, Mykolayiv National Agrarian University
PhD, Associate Professor
Department of Computer and Information Technologies and Systems https://orcid.org/0000-0003-0431-5328
Volodimir Ribachuk, Mykolayiv National Agrarian University
PhD, Associate Professor
Department of Business Economy https://orcid.org/0000-0001-9153-9674
Vitalii Kuzoma, Mykolayiv National Agrarian University
PhD, Associate Professor
Department of Accounting and Taxation https://orcid.org/0000-0002-6763-2120
Viktoriia Stamat, Mykolayiv National Agrarian University
PhD, Associate Professor
Department of Management and Marketing https://orcid.org/0000-0001-5789-4023
Maksym Kolesnyk, National Aviation University
PhD, Associate Professor
Department of Management of Foreign Economic Activity of Enterprises https://orcid.org/0000-0003-0814-4220
Olena Arefieva, National Aviation University
Doctor of Ecomonics Sciences, Professor, Head of Department
Department of Economy of Air Transport https://orcid.org/0000-0001-5157-9970
Dmytro Onopriienko, National Aviation University
Рostgraduate Student
Department of Economy of Air Transport https://orcid.org/0000-0002-9473-4464
Yuliia Kovalenko, National Aviation University
PhD, Associate Professor
Department of Management of Foreign Economic Activity of Enterprises https://orcid.org/0000-0003-1257-3845
Tetiana Ostapenko, National Aviation University
PhD, Associate Professor
Department of Management of Foreign Economic Activity of Enterprises https://orcid.org/0000-0003-2032-1365
Iryna Hrashchenko, National Aviation University
PhD, Associate Professor
Department of Management of Foreign Economic Activity of Enterprises https://orcid.org/0000-0002-8735-9061
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November 24, 2023
Copyright (c) 2023 Victor Krasnobayev, Alina Yanko, Alina Hlushko, Oleg Kruk, Oleksandr Kruk, Vitalii Gakh, Svitlana Onyshchenko, Oleksandra Maslii, Oleksandr Kivshyk, Kateryna Potapova, Mykola Nalyvaichuk, Vasyl Meliukh, Stanislav Gurynenko, Kostiantyn Koliada, Alexandre Scherbyna, Anastasiia Poltorak, Svitlana Tyshchenko, Olha Khrystenko, Volodimir Ribachuk, Vitalii Kuzoma, Viktoriia Stamat, Maksym Kolesnyk, Olena Arefieva, Dmytro Onopriienko, Yuliia Kovalenko, Tetiana Ostapenko, Iryna Hrashchenko
How to Cite
Krasnobayev, V., Yanko, A., Hlushko, A., Kruk, O., Kruk, O., Gakh, V., Onyshchenko, S., Maslii, O., Kivshyk, O., Potapova, K., Nalyvaichuk, M., Meliukh, V., Gurynenko, S., Koliada, K., Scherbyna, A., Poltorak, A., Tyshchenko, S., Khrystenko, O., Ribachuk, V., Kuzoma, V., Stamat, V., Kolesnyk, M., Arefieva, O., Onopriienko, D., Kovalenko, Y., Ostapenko, T., & Hrashchenko, I. (2023). ECONOMIC AND CYBER SECURITY. Kharkiv: TECHNOLOGY CENTER PC. https://doi.org/10.15587/978-617-7319-98-5
