Method for Determination of Cyber Threats Based on Machine Learning for Real-Time Information System

Tolubko, Volodymyr; Vyshnivskyi, Viktor; Mukhin, Vadym; Haidur, Halyna; Dovzhenko, Nadiia; Ilin, Oleh; Vasylenko, Volodymyr

doi:10.5815/ijisa.2018.08.02

Cited by 10 publications

(6 citation statements)

References 9 publications

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“…The use of countermeasures for certain threats can reduce the impact on the system. One of the main tasks to prevent or reduce the impact of cyberattacks on information systems is to monitor the state of network equipment and the ability to support network infrastructure during critical situations in working condition [14].…”

Section: Research Resultsmentioning

confidence: 99%

Ensuring the Stability of Ukraine’s Cybersecurity System in the Current Context

Veselova¹,

Rekunenko²

2021

Proceedings of the International Conference on Economics, Law and Education Research (ELER 2021)

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The paper pays special attention to the issue ensuring the stability of Ukraine's cybersecurity system in today's conditions. A number of tested effective methods of foreign countries, which are used during illegal actions in cyberspace, are considered. It is determined that in modern conditions of cybersecurity of Ukraine, stability as a sociocultural phenomenon, turns into a complex multidimensional concept, which as a fundamental principle determines the crucial role of the security facilities themselves, which at the same time become key actors in cybersecurity. At the same time, cybersecurity does not primarily depend on the nature or level of cyber threat, but on the ability of cybersecurity actors to resist them, the vulnerability and ability of the national cybersecurity system in the context of cyberattacks, cybercrimes, etc. It is concluded that ensuring the stability of the state should be addressed by addressing strategic and critical issues of cybersecurity, critical infrastructure, strengthening the resilience of society as a whole, as well as monitoring the vulnerability of the national cybersecurity system.

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Section: Research Resultsmentioning

confidence: 99%

Ensuring the Stability of Ukraine’s Cybersecurity System in the Current Context

Veselova¹,

Rekunenko²

2021

Proceedings of the International Conference on Economics, Law and Education Research (ELER 2021)

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“…In addition, many studies [13,20,31,32,33,[35][36][37][38][39], including Kargina [14], have examined the role of information security in the digital economy and have shown that it is a topical issue for the present. Issues such as the significant change in social relations as a result of the use of modern ICT technologies, the existence of a new level of work with data in the digital environment are considered here.…”

Section: Research Of Relevant Related Workmentioning

confidence: 99%

Scientific and Methodological bases of Complex Assessment of Threats and Damage to Information Systems of the Digital Economy

Aliyev¹,

Shahverdiyeva²

2022

IJIEEB

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The article examines the scientific and methodological basis of a comprehensive assessment of threats and damage to information systems of the digital economy. The information infrastructure and tasks of the digital economy have been defined. Sources of information security in the digital economy sectors and their information security requirements have been studied. The results of the analysis of the situation in the countries of the world on the Global Cyber security Index are shown schematically. The graph of the dynamics of cybersecurity expenditures in the ICT segments is shown. It is argued that cybersecurity, which is formed and developed through the use of digital systems, is a priority. Many goals and methods of cyber-attacks are given on the platform of the 4.0 Industrial revolution. Cases of information security violations in the digital economy and the processes of assessing the damage caused by them have been studied. Generalized criteria for assessing information damage in the digital economy have been proposed. Threats to information and communication systems and classification of damage are given. A structural scheme of the conceptual model of threats and damage to information systems and resources in the field of digital economy of Azerbaijan has been proposed. An expert description of the ways in which information threats are disseminated has been developed using a fuzzy approach. The main types of damage caused by threats to the security of information systems are given. The security aspects of the abundance and surplus of information in the digital economy are shown. The directions of increasing the level of security and confidence in the digital economy and the structures to ensure its security are given. The main directions of information security in the digital economy have been identified, the directions of ensuring its security and increasing its confidence have been identified. Commonly used universal base technologies have been proposed in the digital economy sectors. Some methodological approaches to integrated risk and damage assessment in the digital economy have been explored. A scientific-methodological approach based on fuzzy methods has been proposed for the implementation of complex risk and damage assessment in the digital economy.Purpose of the research. The main purpose of the research in the article was to develop a scientific and methodological bases for identifying and comprehensively assessing the scope of possible threats, dangers and damage to information systems that make up the infrastructure of the digital economy in its formation conditions. Attention was paid to the development of recommendations on promising areas for improving multi-criteria expert assessment methods in increasing the effectiveness of management of threats and damage to information systems of the digital economy and the assessment of their performance. By applying the results of multi-criteria expert assessments in decision-making processes it has been possible to get results. Attempts have been m...

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“…The concept of information security is inextricably linked with the concept of cybersecurity [7,8]. World practice knows several concepts of the latter, there is no single generally accepted one.…”

Section: The сOncept Of Cybersecurity and Its Implications For The Aviation Sectormentioning

confidence: 99%

Aviation and the Cybersecurity Threats

Filinovych¹,

Hu²

2021

Advances in Economics, Business and Management Research

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The article points out the problem of legal regulation and ensuring cybersecurity in the aviation sector. This issue has acquired particular relevance in connection with the increasing level of development of information technologies in the aviation sector. The author analyses in detail the existing international standards and norms for ensuring aviation cybersecurity, substantiates the implementation of various initiatives and technologies on this matter. The study analyses the existing strategies and plans of international organizations in the aviation area and indicates the opinions of experts on the possibilities of solving the problems of cybercrimes in this area. To achieve the goals set for the study, the author actively uses dialectical, comparative, systemic, formal-logical, logical-normative, and statistical scientific methods. The article points out the need to harmonize national legislation with existing international regulations, and also provides recommendations for improving the level of cybersecurity in Ukraine and the world. The author also concludes that to achieve the goal of ensuring universal cybersecurity in the field of aviation, it is necessary to combine efforts not only by air carriers but also by all actors interested in maintaining the quality and safety of flights, as well as by national governments.

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Method for Determination of Cyber Threats Based on Machine Learning for Real-Time Information System

Cited by 10 publications

References 9 publications

Ensuring the Stability of Ukraine’s Cybersecurity System in the Current Context

Ensuring the Stability of Ukraine’s Cybersecurity System in the Current Context

Scientific and Methodological bases of Complex Assessment of Threats and Damage to Information Systems of the Digital Economy

Aviation and the Cybersecurity Threats

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