Research of Information Conflict between Humans and Artificial Intelligence in Information and Cybernetic Systems

Shevchenko, Svitlana та Zhdanova, Yuliia та Nehodenko, Olena та Spasiteleva, Svitlana та Nehodenko, Vitalii (2025) Research of Information Conflict between Humans and Artificial Intelligence in Information and Cybernetic Systems Cybersecurity Providing in Information and Telecommunication Systems 2025 (3991). с. 311-322. ISSN 1613-0073

Текст S_Shevchenko_Y_Zhdanova_О_Nehodenko_S_Spasiteleva_V_Nehodenko_CIPTS_2025_3991.pdf Download (881kB)

Анотація

Humanity is currently experiencing the fourth industrial revolution, the main characteristic of which is full automation of production in real-time, taking into account changing external conditions and internal influences. All this is connected with the introduction of innovations in the field of information technology, in particular artificial intelligence (AI), in the activities of various industries. AI is an integral part of modern cybersecurity systems. However, its use poses certain threats to ensuring the confidentiality, availability, and integrity of information. This article is a logical continuation of scientific research aimed at studying information conflicts in modern society, namely: the information conflict between humans and AI in information and cybernetic systems. The main areas of use of AI in cyber security systems are substantiated and presented in this paper. Among them are automatic processing and analysis of security reports, traffic monitoring and analysis, intrusion detection, spam filtering, natural language processing and computer vision, threat forecasting, and others. As the results of practitioners show, the implementation of AI in security systems is a justified investment, as it provides more effective and proactive protection against cyber threats, reduces the risk of human error, and allows the automation of routine tasks. One of the results of the study is the consideration of the state and prospects for the use of AI in Ukraine’s cybersecurity. Data interpolation methods have been used to predict the AI market in Ukrainian cybersecurity. The dynamics model is based on the Lagrange polynomial with an initial set of statistical data. As a result of the assessment, slow growth has been determined over the next two years. At the same time, the analysis of scientific sources allowed determining that in such systems based on AI, information conflicts arise between humans and AI at the stages of observation identification, analysis, and management. The article describes the factors of the emergence of an information conflict between humans and AI. Among them is the lack of large and high-quality datasets for training AI; vulnerabilities of AI systems; offensive and/or competitive AI; and ethical aspects. Mathematical approaches to modeling the process of information conflict between humans and AI, which are based on the theory of differential equations, the theory of probability processes, and game theory, are proposed. It has been determined that the human mind plays a decisive role in this process. The approaches considered in this study can be used in the training of information and cybersecurity professionals.

Тип елементу :	Стаття
Ключові слова:	information conflict; artificial intelligence; cybersecurity; information system; cyber security system; factors of conflict
Типологія:	Статті у базах даних > Scopus (без квартилю)
Підрозділи:	Фаховий коледж «Універсум» > Циклова комісія економіко-математичних дисциплін і менеджменту
Користувач, що депонує:	Павло Миколайович Складанний
Дата внесення:	22 Лип 2025 08:30
Останні зміни:	22 Лип 2025 08:30
URI:	https://elibrary.kubg.edu.ua/id/eprint/52535

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