Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks
Objective. The aim of the study is to determine the most effective method of semantic analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. Method. The study was conducted based on the methods of semantic analysis of the state of the proce...
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| Format: | Article |
| Language: | Russian |
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Dagestan State Technical University
2025-01-01
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| Series: | Вестник Дагестанского государственного технического университета: Технические науки |
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| Online Access: | https://vestnik.dgtu.ru/jour/article/view/1628 |
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| _version_ | 1850023118835286016 |
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| author | V. O. Shablya S. A. Konovalenko E. O. Orlov |
| author_facet | V. O. Shablya S. A. Konovalenko E. O. Orlov |
| author_sort | V. O. Shablya |
| collection | DOAJ |
| description | Objective. The aim of the study is to determine the most effective method of semantic analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. Method. The study was conducted based on the methods of semantic analysis of the state of the process of SOPKA operation. Result. A structural model of the system of semantic analysis of the state of the process of SOPKA operation is proposed, which is capable of providing an analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. The most effective method for solving the problem of semantic analysis of the state of the process of SOPKA operation is machine learning using ontological modeling. Conclusion. The results indicate the need for further research of the system of semantic analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. |
| format | Article |
| id | doaj-art-3cf1337e06e34007b497786651b7fbcd |
| institution | DOAJ |
| issn | 2073-6185 2542-095X |
| language | Russian |
| publishDate | 2025-01-01 |
| publisher | Dagestan State Technical University |
| record_format | Article |
| series | Вестник Дагестанского государственного технического университета: Технические науки |
| spelling | doaj-art-3cf1337e06e34007b497786651b7fbcd2025-08-20T03:01:28ZrusDagestan State Technical UniversityВестник Дагестанского государственного технического университета: Технические науки2073-61852542-095X2025-01-0151416417010.21822/2073-6185-2024-51-4-164-170941Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacksV. O. Shablya0S. A. Konovalenko1E. O. Orlov2General S.M. Shtemenko Krasnodar Higher Military Orders of Zhukov and the October Revolution Red Banner SchoolGeneral S.M. Shtemenko Krasnodar Higher Military Orders of Zhukov and the October Revolution Red Banner SchoolGeneral S.M. Shtemenko Krasnodar Higher Military Orders of Zhukov and the October Revolution Red Banner SchoolObjective. The aim of the study is to determine the most effective method of semantic analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. Method. The study was conducted based on the methods of semantic analysis of the state of the process of SOPKA operation. Result. A structural model of the system of semantic analysis of the state of the process of SOPKA operation is proposed, which is capable of providing an analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks. The most effective method for solving the problem of semantic analysis of the state of the process of SOPKA operation is machine learning using ontological modeling. Conclusion. The results indicate the need for further research of the system of semantic analysis of the state of the process of detection, prevention and elimination of consequences of computer attacks.https://vestnik.dgtu.ru/jour/article/view/1628system for detectingpreventing and eliminating the consequences of computer attackssemantic analysissemioticsontologymachine learning |
| spellingShingle | V. O. Shablya S. A. Konovalenko E. O. Orlov Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks Вестник Дагестанского государственного технического университета: Технические науки system for detecting preventing and eliminating the consequences of computer attacks semantic analysis semiotics ontology machine learning |
| title | Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks |
| title_full | Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks |
| title_fullStr | Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks |
| title_full_unstemmed | Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks |
| title_short | Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks |
| title_sort | methods for semantic analysis of the state of the process of functioning of a system for detecting preventing and eliminating the consequences of computer attacks |
| topic | system for detecting preventing and eliminating the consequences of computer attacks semantic analysis semiotics ontology machine learning |
| url | https://vestnik.dgtu.ru/jour/article/view/1628 |
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