Receipt date: 
03.03.2023
Bibliographic description of the article: 

Vergasov A.S. Some mathematical models of cyber attacker behavior // Informacionnye tehnologii i matematicheskoe modelirovanie v upravlenii slozhnymi sistemami: elektronnyj nauchnyj zhurnal [Information technology and mathematical modeling in the man-agement of complex systems: electronic scientific journal], 2023. No. 1(17). P. 41-48. DOI: 10.26731/2658‑3704.2023.1(17).41-48 [Accessed 31/03/23]

Year: 
2023
Journal number: 
УДК: 
519.862.6
DOI: 

10.26731/2658 3704.2023.1(17).41-48 

Article File: 
Pages: 
41
48
Abstract: 

The paper proposes possible variants of mathematical models of cyber-attack behavior of an intruder. The basis of the research is the apparatus of regression analysis with the use of grouping of independent factor models.

List of references: 

1. Amount of monetary damage caused by reported cyber crime to the IC3 from 2001 to 2021 [electronic resource] https://www.statista.com/statistics/267132/total-damage-caused-by-by-cyber-crime-in-the-us/ [Accessed 27/01/2022].

2. Incoming complaints about internet crime on the IC3 website from 2000 to 2021 [electronic resource] https://www.statista.com/statistics/267546/number-of-complaints-about-us-internet-crime/ [Accessed 27/01/2022].

3 Size of cyber security market worldwide from 2019 to 2030 [electronic resource] https://www.statista.com/statistics/1256346/worldwide-cyber-security-market-revenues/ [Accessed 27/01/2022].

4. Managed security services industry overview [electronic resource] https://www.mordorintelligence.com/industry-reports/security-managed-services-market [Accessed 27/01/2022].

5. 2023 Global Digital Trust Insights India edition [electronic resource] https://www.pwc.in/assets/pdfs/consulting/cyber-security/2023-global-digital-trust-insights-v1.pdf  [Accessed 27/01/2022].

6. Who makes security solution architecture product decisions?  [electronic resource] https://www.statista.com/statistics/1238357/it-security-solution-product-decision-team/  [Accessed 27/01/2022].

3. Vergasov A.S. Behavioral models of cybercriminals // Informacionnye tehnologii i matematicheskoe modelirovanie v upravlenii slozhnymi sistemami: ehlektronnyj nauchnyj zhurnal [Information technology and mathematical modeling in the management of complex systems: electronic scientific journal], 2020. No. 1(6). P. 44-51.

4. Bazilevsky M.P., Vergasov A.S., Noskov S.I. Gruppovoy otbor informativnykh peremennykh v regressionnykh modelyakh [Group selection of informative variables in regression models]. Yuzhno-sibirskiy nauchnyy vestnik [South Siberian Scientific Bulletin]. Barnaul, 2019, No. 4 (28), pp. 36-39.

5. Noskov S.I., Vergasov A.S. Prognozirovaniye po regressionnoy modeli s primeneniyem elementov teorii skhodstva [Prediction by a regression model using elements of the similarity theory] Doklady Tomskogo gosudarstvennogo universiteta sistem upravleniya i radioelektroniki [Reports of Tomsk State University of Control Systems and Radioelectronics]. Tomsk, 2019, T. 22. no. 3, pp. 67-70.

6. Noskov S.I., Vergasov A.S., Glukhov N.I. Analiz mer skhodstva pri ispol'zovanii vzveshennogo metoda naimen'shikh kvadratov [Analysis of similarity measures using the weighted least squares method] Informatsionnyye tekhnologii i matematicheskoye modelirovaniye v upravlenii slozhnymi sistemami [Information technology and mathematical modeling in the management of complex systems]. Irkutsk, 2019, no. 2 (3), pp. 12-17.

7. Noskov S.I., Vergasov A.S. Realizatsiya vzveshennogo metoda naimen'shikh kvadratov s ispol'zovaniyem mer skhodstva [Implementation of the weighted least squares method using measures of similarity”]. Vestnik nauki i obrazovaniya. [Bulletin of science and education]. Ivanovo, 2018, no. 18-1 (54), pp. 29-32.

8. Kreinovich V., Lakeyev A.V., Noskov S.I .. Approximate linear algebra is intractable Linear Algebra and its Applications,1996, T. 232, no. 1-3. pp. 45-54. 8-1 (54), pp. 29-32.

9. Noskov S.I. Vostochno-Sibirskiy institut Ministerstva vnutrennikh del Rossiyskoy Federatsi [The point characterization of the Pareto set in a linear multicriteria problem] Sovremennyye tekhnologii. Sistemnyy analiz. Modelirovaniye. [Modern Technologies. System analysis. Modeling.] Irkutsk, 2008, no. 1 (17), pp. 99-101.

10. Lakeev A.V., Noskov S.I. Metod naimen'shikh moduley dlya lineynoy regressii: chislo nulevykh oshibok approksimatsii [The least module method for linear regression: the number of zero approximation errors] Sovremennyye tekhnologii. Sistemnyy analiz. Modelirovaniye. [Modern Technologies. System analysis. Modeling.] Irkutsk, 2012, no. 2 (34), pp. 48-50.

11. Noskov S.I. Kriteriy "soglasovannost' povedeniya" v regressionnom analize [The criterion of" consistency of behavior "in the regression analysis"] Sovremennyye tekhnologii. Sistemnyy analiz. Modelirovaniye. [Modern technologies. System analysis. Modeling.] Irkutsk, 2013, no. 1 (37), pp. 107-110.

12. Noskov S.I., Bazilevsky M.P. Mnozhestvennoye otsenivaniye parametrov i kriteriyev soglasovaniya povedeniya v regressionnom analize [Multiple estimation of parameters and criteria for matching behavior in regression analysis] // Vestnik Irkutskogo gosudarstvennogo tekhnicheskogo universiteta. [Bulletin of the Irkutsk State Technical University.] Irkutsk, 2018, T. 22, no. 4 (135). pp. 101-110.