ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY
The subject of the research is the principles and models of adaptive decision support systems in cyber security. The purpose is to develop basic principles and models underlying the operation of adaptive decision support systems in the field of cybersecurity. The methods of research are methods of s...
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| Format: | Article |
| Language: | English |
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National Technical University "Kharkiv Polytechnic Institute"
2019-05-01
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| Series: | Сучасні інформаційні системи |
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| Online Access: | http://ais.khpi.edu.ua/article/view/166464 |
| _version_ | 1818883604617363456 |
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| author | Oleksandr Milov |
| author_facet | Oleksandr Milov |
| author_sort | Oleksandr Milov |
| collection | DOAJ |
| description | The subject of the research is the principles and models of adaptive decision support systems in cyber security. The purpose is to develop basic principles and models underlying the operation of adaptive decision support systems in the field of cybersecurity. The methods of research are methods of system analysis, control theory, decision theory, and artificial intelligence. The result of the study. The basic principles and models are proposed, the consideration and use of which in decision support systems will allow the formation of adaptive properties of the described systems. It is shown that the properties of adaptability can be formulated as a learning task. Presents optimization algorithms that underlie learning processes. Conclusion. The combined use of mathematical modeling methods, the theory of adaptation and artificial intelligence methods (training, pattern recognition and problem solving planning) with the corresponding creation of ontologies of cybersecurity systems that ensure the filling of databases, models and knowledge will allow you to implement an effective adaptive decision support system that will be useful a tool for managers at any level at all stages of decision making and implementation. The presented approaches can be used as a basis for building and operating decision support systems, increasing the area of application of such systems due to the formation of their adaptability properties. |
| first_indexed | 2024-12-19T15:36:18Z |
| format | Article |
| id | doaj.art-0f395edb80d549a483f8f2f02f098b27 |
| institution | Directory Open Access Journal |
| issn | 2522-9052 |
| language | English |
| last_indexed | 2024-12-19T15:36:18Z |
| publishDate | 2019-05-01 |
| publisher | National Technical University "Kharkiv Polytechnic Institute" |
| record_format | Article |
| series | Сучасні інформаційні системи |
| spelling | doaj.art-0f395edb80d549a483f8f2f02f098b272022-12-21T20:15:35ZengNational Technical University "Kharkiv Polytechnic Institute"Сучасні інформаційні системи2522-90522019-05-013110.20998/2522-9052.2019.1.22ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITYOleksandr Milov0Simon Kuznets Kharkiv National Univrsity of Economics, KharkivThe subject of the research is the principles and models of adaptive decision support systems in cyber security. The purpose is to develop basic principles and models underlying the operation of adaptive decision support systems in the field of cybersecurity. The methods of research are methods of system analysis, control theory, decision theory, and artificial intelligence. The result of the study. The basic principles and models are proposed, the consideration and use of which in decision support systems will allow the formation of adaptive properties of the described systems. It is shown that the properties of adaptability can be formulated as a learning task. Presents optimization algorithms that underlie learning processes. Conclusion. The combined use of mathematical modeling methods, the theory of adaptation and artificial intelligence methods (training, pattern recognition and problem solving planning) with the corresponding creation of ontologies of cybersecurity systems that ensure the filling of databases, models and knowledge will allow you to implement an effective adaptive decision support system that will be useful a tool for managers at any level at all stages of decision making and implementation. The presented approaches can be used as a basis for building and operating decision support systems, increasing the area of application of such systems due to the formation of their adaptability properties.http://ais.khpi.edu.ua/article/view/166464adaptabilitydecision support systemscybersecurityinformation securitylearningsearch for solutions |
| spellingShingle | Oleksandr Milov ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY Сучасні інформаційні системи adaptability decision support systems cybersecurity information security learning search for solutions |
| title | ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY |
| title_full | ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY |
| title_fullStr | ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY |
| title_full_unstemmed | ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY |
| title_short | ADAPTIVE DECISION SUPPORT SYSTEMS FOR CYBER SECURITY |
| title_sort | adaptive decision support systems for cyber security |
| topic | adaptability decision support systems cybersecurity information security learning search for solutions |
| url | http://ais.khpi.edu.ua/article/view/166464 |
| work_keys_str_mv | AT oleksandrmilov adaptivedecisionsupportsystemsforcybersecurity |