A methodological approach to identifying destructive information actions on a distributed process control system
The aim of this study is to improve the methodological support for evaluating a possibility of implementing a sequence of information actions on a distributed control system leading to emergency situations. The problem of evaluating a possibility of implementing a sequence of information actions on...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Joint Stock Company "Experimental Scientific and Production Association SPELS
2020-03-01
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| Series: | Безопасность информационных технологий |
| Subjects: | |
| Online Access: | https://bit.mephi.ru/index.php/bit/article/view/1258 |
| _version_ | 1797716192116342784 |
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| author | Irina S. Gefner Sergey M. Kovalenko Alexandr S. Sukhoverkhov Sergey V. Solovyov |
| author_facet | Irina S. Gefner Sergey M. Kovalenko Alexandr S. Sukhoverkhov Sergey V. Solovyov |
| author_sort | Irina S. Gefner |
| collection | DOAJ |
| description | The aim of this study is to improve the methodological support for evaluating a possibility of implementing a sequence of information actions on a distributed control system leading to emergency situations. The problem of evaluating a possibility of implementing a sequence of information actions on a distributed control system leading to emergency situations is solved. A methodological approach is proposed to identify information actions sequences leading to an emergency situation at industrial facilities, based on the use of the method of time differences of machine learning with reinforcement. The effectiveness of the considered methodological approach in comparison with the method of equal probability search is estimated. An example of the implementation of the methodological approach in relation to the technological process used at industrial facilities is given. |
| first_indexed | 2024-03-12T08:17:55Z |
| format | Article |
| id | doaj.art-8282045054e247a19254af83e03b6cdd |
| institution | Directory Open Access Journal |
| issn | 2074-7128 2074-7136 |
| language | English |
| last_indexed | 2024-03-12T08:17:55Z |
| publishDate | 2020-03-01 |
| publisher | Joint Stock Company "Experimental Scientific and Production Association SPELS |
| record_format | Article |
| series | Безопасность информационных технологий |
| spelling | doaj.art-8282045054e247a19254af83e03b6cdd2023-09-02T18:43:52ZengJoint Stock Company "Experimental Scientific and Production Association SPELSБезопасность информационных технологий2074-71282074-71362020-03-0127111111810.26583/bit.2020.1.101184A methodological approach to identifying destructive information actions on a distributed process control systemIrina S. Gefner0Sergey M. Kovalenko1Alexandr S. Sukhoverkhov2Sergey V. Solovyov3FSTEC of RussiaState research and testing Institute of problems of technical protection of information of the FSTECState research and testing Institute of problems of technical protection of information of the FSTECState research and testing Institute of problems of technical protection of information of the FSTECThe aim of this study is to improve the methodological support for evaluating a possibility of implementing a sequence of information actions on a distributed control system leading to emergency situations. The problem of evaluating a possibility of implementing a sequence of information actions on a distributed control system leading to emergency situations is solved. A methodological approach is proposed to identify information actions sequences leading to an emergency situation at industrial facilities, based on the use of the method of time differences of machine learning with reinforcement. The effectiveness of the considered methodological approach in comparison with the method of equal probability search is estimated. An example of the implementation of the methodological approach in relation to the technological process used at industrial facilities is given.https://bit.mephi.ru/index.php/bit/article/view/1258industrial facilityan emergency situationinformation actions sequencedistributed control system. |
| spellingShingle | Irina S. Gefner Sergey M. Kovalenko Alexandr S. Sukhoverkhov Sergey V. Solovyov A methodological approach to identifying destructive information actions on a distributed process control system Безопасность информационных технологий industrial facility an emergency situation information actions sequence distributed control system. |
| title | A methodological approach to identifying destructive information actions on a distributed process control system |
| title_full | A methodological approach to identifying destructive information actions on a distributed process control system |
| title_fullStr | A methodological approach to identifying destructive information actions on a distributed process control system |
| title_full_unstemmed | A methodological approach to identifying destructive information actions on a distributed process control system |
| title_short | A methodological approach to identifying destructive information actions on a distributed process control system |
| title_sort | methodological approach to identifying destructive information actions on a distributed process control system |
| topic | industrial facility an emergency situation information actions sequence distributed control system. |
| url | https://bit.mephi.ru/index.php/bit/article/view/1258 |
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