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Telecommunications and Radio Engineering
SJR: 0.203 SNIP: 0.44 CiteScore™: 1

ISSN Print: 0040-2508
ISSN Online: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v74.i1.60
pages 61-78

THE STATISTICAL ANALYSIS OF A NETWORK TRAFFIC FOR THE INTRUSION DETECTION AND PREVENTION SYSTEMS

A. A. Kuznetsov
V. Karazin National University of Kharkiv, 4 Svobody Sq., Kharkiv 61022, Ukraine
A.A. Smirnov
Kharkiv National University of Radio Engineering and Electronics, 14, Lenin Ave, Kharkiv, 61166, Ukraine
D.A. Danilenko
Kharkiv National University of Radio Engineering and Electronics, 14, Lenin Ave, Kharkiv, 61166, Ukraine
A. Berezovsky
Kharkiv National University of Radio Engineering and Electronics, 14, Lenin Ave, Kharkiv, 61166, Ukraine

ABSTRACT

The systems of intrusion detection and prevention are considered, the operation of which is based on the study of network traffic anomalies (Anomaly-Based Intrusion Detection and Prevention Systems). Statistical analysis of time series describing the network traffic of various services and information services of modern telecommunication systems and networks is carried out. The homogeneity of network traffic according to various criteria is investigated, it is shown that the use of statistical analysis makes it possible to monitor the network activity successfully for intrusion detection and prevention of their impact on the protected information resources.


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