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https://doi.org/10.2498/cit.1002388

Application of Case-based Methodology for Early Diagnosis of Computer Attacks

Gulnara Yakhyaeva ; Department of Information Technologies, Novosibirsk State University
Olga Yasinskaya   ORCID icon orcid.org/0000-0002-5695-575X ; Department of Information Technologies, Novosibirsk State University

Puni tekst: engleski, PDF (586 KB) str. 145-150 preuzimanja: 328* citiraj
APA 6th Edition
Yakhyaeva, G. i Yasinskaya, O. (2014). Application of Case-based Methodology for Early Diagnosis of Computer Attacks. Journal of computing and information technology, 22 (3), 145-150. https://doi.org/10.2498/cit.1002388
MLA 8th Edition
Yakhyaeva, Gulnara i Olga Yasinskaya. "Application of Case-based Methodology for Early Diagnosis of Computer Attacks." Journal of computing and information technology, vol. 22, br. 3, 2014, str. 145-150. https://doi.org/10.2498/cit.1002388. Citirano 23.04.2021.
Chicago 17th Edition
Yakhyaeva, Gulnara i Olga Yasinskaya. "Application of Case-based Methodology for Early Diagnosis of Computer Attacks." Journal of computing and information technology 22, br. 3 (2014): 145-150. https://doi.org/10.2498/cit.1002388
Harvard
Yakhyaeva, G., i Yasinskaya, O. (2014). 'Application of Case-based Methodology for Early Diagnosis of Computer Attacks', Journal of computing and information technology, 22(3), str. 145-150. https://doi.org/10.2498/cit.1002388
Vancouver
Yakhyaeva G, Yasinskaya O. Application of Case-based Methodology for Early Diagnosis of Computer Attacks. Journal of computing and information technology [Internet]. 2014 [pristupljeno 23.04.2021.];22(3):145-150. https://doi.org/10.2498/cit.1002388
IEEE
G. Yakhyaeva i O. Yasinskaya, "Application of Case-based Methodology for Early Diagnosis of Computer Attacks", Journal of computing and information technology, vol.22, br. 3, str. 145-150, 2014. [Online]. https://doi.org/10.2498/cit.1002388

Sažetak
In this article we consider the mathematical foundations and software implementation of the early diagnosis of computer attacks. For this we used the JSM method of automatic hypothesis generation and the theory of case-based models.

This software outputs hypotheses about the properties and expected consequences of a new computer attack. The system analyses a set of properties of the computer attack known to the user. For this we use the Base of the cyber attack’s precedents, described in the language of fuzzification of Boolean-valued models. Each potential property of the new attack is studied by using the JSM method. This process builds sets of positive and negative hypotheses concerning each property, giving a set of properties and consequences characteristic of the attack that has yet not happened at the time of analysis.

The developed algorithm has polynomial complexity.

Ključne riječi
information security; computer attack; case of the computer attack; case-based model; fuzzification of the case-based model; JSM-method; JSM-reasoning

Hrčak ID: 129190

URI
https://hrcak.srce.hr/129190

Posjeta: 570 *