Statistical properties of traffic based on BDS-tests for realizing system of intrusion detection and prevention in a telecommunications network

Authors

  • Алексей Анатольевич Смирнов Kirovograd National Technical University
  • Юрий Александрович Дрейс Zhytomyr Military Institute named after S.P. Koroleva of the State University of Telecommunication
  • Дмитрий Алексеевич Даниленко Kirovograd National Technical University

DOI:

https://doi.org/10.18372/2410-7840.16.6934

Keywords:

telecommunication systems and networks, system intrusion detection and prevention, BDS-statistics, the statistical properties of the traffic

Abstract

The paper presents the mathematical apparatus of statisticalanalysis based on the BDS- test to investigate theproperties of network traffic of various services and informationservices in determining the significance of differencesor match their characteristics. The obtained experimentalresults of the statistical properties of networktraffic using correlation analysis of time series confirm thetheoretical assumption that different types of traffic(HTTP, FTP, Skype traffic and streaming ) BDS- testresult gives different values that can be taken as referenceusing and improving mechanisms for monitoring networkactivity, including the implementation of a system forintrusion detection and prevention in telecommunicationsystems and networks.

Author Biographies

Алексей Анатольевич Смирнов, Kirovograd National Technical University

Doctor of technical sciences, Associate Professor, Professor of Academic Department of software Kirovograd National Technical University

Юрий Александрович Дрейс, Zhytomyr Military Institute named after S.P. Koroleva of the State University of Telecommunication

PhD in Eng., Associate Professor of Academic Department of Security Information and Communication Systems of the Zhytomyr Military Institute named after S.P. Koroleva of the State University of Telecommunication

Дмитрий Алексеевич Даниленко, Kirovograd National Technical University

graduate student of AcademicDepartment of software Kirovograd National TechnicalUniversity

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Published

2014-07-25

Issue

Vol. 16 No. 2 (2014)

Section

Articles

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