Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Impact factor

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2022, Number 2, Pages 66–75
DOI: https://doi.org/10.24143/2072-9502-2022-2-66-75
(Mi vagtu719)
 

COMPUTER SOFTWARE AND COMPUTING EQUIPMENT

Monte carlo method for estimating informatization object stable functioning in conditions of massive computer attacks

V. A. Voevodin

National Research University of Electronic Technology, Moscow, Zelenograd, Russia
References:
Abstract: Methods of mathematical statistics and probability theory are deeply studied and can be successfully used as a means of assessing the stability of the functioning of informatization objects (OI) in the normal conditions of its application. The standard conditions allow us to obtain representative descriptive statistics, evaluate the corresponding probabilistic characteristics and apply the methods of probability theory. Ensuring the reliability of the functioning of OI in normal conditions is provided by effective operational cover. However, for massive computer attacks (MCA), the dynamics of OI behavior and the development of the situation are unpredictable, and the events themselves are rare, which does not allow the above methods to be correctly applied. The significance and novelty of the study lies in the positive assessment of the applicability of the Monte Carlo method for assessing the survivability of the restored OI, which is subject to MCA and has temporary redundancy (recoverability). Assessing OI survivability is considered from the point of view of the need to implement a methodology for ensuring the risks of information security associated with MCA. The statement of the problem, the modeling algorithm, and solution examples are given, on the basis of which it is possible to recommend the Monte Carlo method for solving the set problem. The enlarged stages of the statistical modeling procedure are given, the solution of the actual problem of assessing OI stability for MCA conditions is described. The obtained partial conclusions may be of interest for planning further scientific research in the direction of improving the processes of decision making to ensure the sustainability of the functioning of OI in conditions of targeted aggressive influences. A case of statistical modeling is given, taking into account possible scenarios for applying MCA and interpreting the simulation results.
Keywords: Monte Carlo method, massive computer attack, survivability, recovery, object of informatization, risk insurance.
Received: 21.04.2022
Accepted: 12.04.2022
Document Type: Article
UDC: 004.056
Language: Russian
Citation: V. A. Voevodin, “Monte carlo method for estimating informatization object stable functioning in conditions of massive computer attacks”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2022, no. 2, 66–75
Citation in format AMSBIB
\Bibitem{Voe22}
\by V.~A.~Voevodin
\paper Monte carlo method for estimating informatization object stable functioning in conditions of massive computer attacks
\jour Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics
\yr 2022
\issue 2
\pages 66--75
\mathnet{http://mi.mathnet.ru/vagtu719}
\crossref{https://doi.org/10.24143/2072-9502-2022-2-66-75}
Linking options:
  • https://www.mathnet.ru/eng/vagtu719
  • https://www.mathnet.ru/eng/vagtu/y2022/i2/p66
  • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Вестник Астраханского государственного технического университета. Серия: Управление, вычислительная техника и информатика
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024