STATISTICAL ANALYSIS OF THE NETWORK TRAFFIC USING THE BAYESIAN CLASSIFIER IN THE INTERESTS OF SECURITY OF COMPUTER NETWORKS

Malygin I G; Kozmovsky D V

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Home / Journals / Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» / Volume 2014 Issue 4 / STATISTICAL ANALYSIS OF THE NETWORK TRAFFIC USING THE BAYESIAN CLASSIFIER IN THE INTERESTS OF SECURITY OF COMPUTER NETWORKS

STATISTICAL ANALYSIS OF THE NETWORK TRAFFIC USING THE BAYESIAN CLASSIFIER IN THE INTERESTS OF SECURITY OF COMPUTER NETWORKS

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STATISTICAL ANALYSIS OF THE NETWORK TRAFFIC USING THE BAYESIAN CLASSIFIER IN THE INTERESTS OF SECURITY OF COMPUTER NETWORKS

Journal: SCIENTIFIC AND ANALYTICAL JOURNAL «VESTNIK SAINT-PETERSBURG UNIVERSITY OF STATE FIRE SERVICE OF EMERCOM OF RUSSIA» Volume 2014 № 4 , 2014

Rubrics: MATHEMATIC MODELING, COMPUTER TECHNOLOGIES IN THE THEORY OF COMPLEX PROCESSES MANAGEMENT

Malygin I G ¹

Kozmovsky D V ²

Author and publication information

Authors:

1. Saint-Petersburg university of State fire service of EMERCOM of Russia

2. Institute of transportation problems of name N.S. Solomenko of the Russian academy of sciences

Type:

Article

Pages:

from 59 to 64

Status:

Published

Received:

12.12.2014

Accepted:

20.12.2014

Published:

25.12.2014

Language:

Russian

Keywords:

computer network, network traffic, security of computer networks, statistical traffic analysis, Bayesian classifier

Abstract and keywords

Abstract (English):
Considered the methods of ensuring the security of the network objects management. Described the most common methods implemented in modern protection systems. The described method of protection of computer networks based on a method of statistical analysis of the traffic area networks.

Keywords:
computer network, network traffic, security of computer networks, statistical traffic analysis, Bayesian classifier

References

1. Koz'movskiy D.V., Kuvatov V.I., Pantihovskiy O.V. K voprosu o klassifikacii deyatel'nosti pol'zovateley v raspredelennyh setyah: tr. XII S.-Peterb. mezhdunar. konf. «Regional'naya informatika (RI-2010)». SPb.: SPOISU, 2011. S. 157-160.

2. Koz'movskiy D.V., Pantihovskiy O.V., Smirnov A.S. Problemy bezopasnosti informacii raspredelennyh informacionnyh sistem ob'ektov upravleniya // Problemy upravleniya riskami v tehnosfere. 2011. № 2 (18). S. 88-92.

3. Manita A.D. Teoriya veroyatnostey i matematicheskaya statistika: ucheb. posobie. M.: Izd. otdel UNC DO, 2001. 256 s.

4. Koz'movskiy D.V., Kuvatov V.I., Primakin A.I. Metody analiza trafika i opredeleniya setevoy deyatel'nosti v vychislitel'nyh setyah v interesah kontrolya pol'zovateley // Vestnik Sankt-Peterburgskogo universiteta MVD Rossii. 2014. № 1 (61). S. 112-115.

5. Koz'movskiy D.V., Malygin I.G. Metody obespecheniya bezopasnosti raspredelennyh informacionnyh sistem MChS Rossii, osnovannyh na analize trafika i kontrole setevoy deyatel'nosti pol'zovateley // Problemy upravleniya riskami v tehnosfere. 2013. № 2 (26). S. 78-82.

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