Development of decision support system based on feature matrix for cyber threat assessment
The article herein presents the method and algorithms for forming the feature space for the base of intellectualized system knowledge for the support system in the cyber threats and anomalies tasks. The system being elaborated might be used both autonomously by cyber threat services analysts and joi...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Polish Academy of Sciences
2019-11-01
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| Series: | International Journal of Electronics and Telecommunications |
| Subjects: | |
| Online Access: | https://journals.pan.pl/Content/113315/PDF/73.pdf |
| _version_ | 1811343569054597120 |
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| author | Timur Kartbayev Bakhytzhan Akhmetov Aliya Doszhanova Valery Lakhno Feruza Malikova Sharapatdin Tolybayev |
| author_facet | Timur Kartbayev Bakhytzhan Akhmetov Aliya Doszhanova Valery Lakhno Feruza Malikova Sharapatdin Tolybayev |
| author_sort | Timur Kartbayev |
| collection | DOAJ |
| description | The article herein presents the method and algorithms for forming the feature space for the base of intellectualized system knowledge for the support system in the cyber threats and anomalies tasks. The system being elaborated might be used both autonomously by cyber threat services analysts and jointly with information protection complex systems. It is shown, that advised algorithms allow supplementing dynamically the knowledge base upon appearing the new threats, which permits to cut the time of their recognition and analysis, in particular, for cases of hard-to-explain features and reduce the false responses in threat recognizing systems, anomalies and attacks at informatization objects. It is stated herein, that collectively with the outcomes of previous authors investigations, the offered algorithms of forming the feature space for identifying cyber threats within decisions making support system are more effective. It is reached at the expense of the fact, that, comparing to existing decisions, the described decisions in the article, allow separate considering the task of threat recognition in the frame of the known classes, and if necessary supplementing feature space for the new threat types. It is demonstrated, that new threats features often initially are not identified within the frame of existing base of threat classes knowledge in the decision support system. As well the methods and advised algorithms allow fulfilling the time-efficient cyber threats classification for a definite informatization object. |
| first_indexed | 2024-04-13T19:32:31Z |
| format | Article |
| id | doaj.art-92c58c6ae209476a8f1ae6be32333281 |
| institution | Directory Open Access Journal |
| issn | 2081-8491 2300-1933 |
| language | English |
| last_indexed | 2024-04-13T19:32:31Z |
| publishDate | 2019-11-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | International Journal of Electronics and Telecommunications |
| spelling | doaj.art-92c58c6ae209476a8f1ae6be323332812022-12-22T02:33:09ZengPolish Academy of SciencesInternational Journal of Electronics and Telecommunications2081-84912300-19332019-11-01vol. 65No 4545550https://doi.org/10.24425/ijet.2019.129811Development of decision support system based on feature matrix for cyber threat assessmentTimur KartbayevBakhytzhan AkhmetovAliya DoszhanovaValery LakhnoFeruza MalikovaSharapatdin TolybayevThe article herein presents the method and algorithms for forming the feature space for the base of intellectualized system knowledge for the support system in the cyber threats and anomalies tasks. The system being elaborated might be used both autonomously by cyber threat services analysts and jointly with information protection complex systems. It is shown, that advised algorithms allow supplementing dynamically the knowledge base upon appearing the new threats, which permits to cut the time of their recognition and analysis, in particular, for cases of hard-to-explain features and reduce the false responses in threat recognizing systems, anomalies and attacks at informatization objects. It is stated herein, that collectively with the outcomes of previous authors investigations, the offered algorithms of forming the feature space for identifying cyber threats within decisions making support system are more effective. It is reached at the expense of the fact, that, comparing to existing decisions, the described decisions in the article, allow separate considering the task of threat recognition in the frame of the known classes, and if necessary supplementing feature space for the new threat types. It is demonstrated, that new threats features often initially are not identified within the frame of existing base of threat classes knowledge in the decision support system. As well the methods and advised algorithms allow fulfilling the time-efficient cyber threats classification for a definite informatization object.https://journals.pan.pl/Content/113315/PDF/73.pdfdecision support systemcyber threatintellectualized systemdetecting the cyber threatscritically needed computer systems |
| spellingShingle | Timur Kartbayev Bakhytzhan Akhmetov Aliya Doszhanova Valery Lakhno Feruza Malikova Sharapatdin Tolybayev Development of decision support system based on feature matrix for cyber threat assessment International Journal of Electronics and Telecommunications decision support system cyber threat intellectualized system detecting the cyber threats critically needed computer systems |
| title | Development of decision support system based on feature matrix for cyber threat assessment |
| title_full | Development of decision support system based on feature matrix for cyber threat assessment |
| title_fullStr | Development of decision support system based on feature matrix for cyber threat assessment |
| title_full_unstemmed | Development of decision support system based on feature matrix for cyber threat assessment |
| title_short | Development of decision support system based on feature matrix for cyber threat assessment |
| title_sort | development of decision support system based on feature matrix for cyber threat assessment |
| topic | decision support system cyber threat intellectualized system detecting the cyber threats critically needed computer systems |
| url | https://journals.pan.pl/Content/113315/PDF/73.pdf |
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