Registration Number
0226U004676,
(0124U002892)
, R & D reports
Title
Research of methods and tools for intelligent design and evaluation of the effectiveness of information security systems
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Дослідження, розробка та розвиток обраних методик та засобів
Head
Ostapets Denys O., Кандидат технічних наук
Registration Date
02-11-2026
Organization
Ukrainian State University of Science and Technologies
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Improving methods and tools for designing and evaluation of the effectiveness of information protection systems
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Research report: 26 pages, 1 table, 17 sources. The object of research is the methodologies for determining Functional Security Profiles (FSPs) during the design of information security systems. The objective of the work is to analyze intelligent tools, methodologies, and approaches for determining Functional Security Profiles when designing information security systems, based on a comparative assessment. In line with this objective, the following tasks were defined: establishing requirements for the characteristics of artificial intelligence methods applicable to the generation of FSPs; analyzing intelligent methods and approaches that minimize the impact of the human factor in the FSP generation process; and conducting a comparative assessment of these methods. During the second stage, a comparative analysis of intellectual methods was carried out, a conceptual approach to creating a hybrid intelligent system was proposed. The model is based on an expert system as a mechanism for logical formation of the FPP and a large language model to increase the interpretability of the obtained result. This approach will significantly increase the efficiency of the FPP design, while minimizing the impact of the human factor. The results of the work can be used in the implementation of means for automating the design of the relevant systems. INTELLIGENT DESIGN, FUNCTIONAL SECURITY PROFILE, INFORMATION SECURITY, INTELLIGENT METHODS, EXPERT SYSTEMS, LARGE LANGUAGE MODELS, GENETIC ALGORITHMS, SELF-ORGANIZING KOHONEN MAPS, FUZZY LOGIC
Product Description
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Dziuba Volodymyr V.
Ostapets Denys O.
Sukhomlyn Oleksii O.
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2026-11-02
