ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
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4
Issue
vol 67 / April, 2024
Article
UDC 004.722.4

IMPROVEMENT OF NETWORK SECURITY ON THE BASE OF DATA STREAM ANALYSIS

M. Y. Budko
ITMO University, Saint Petersburg, 197101, Russian Federation; Associate Professor


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Abstract. Application of data stream analysis in broadcast storms detecting methods and in dynamic construction of a network topology is considered. A technique for broadcast storm detection in a network, location of the storm source and invaded area is proposed. Comparison is presented of criteria used for detection of identical sequences of network traffic patterns. A software developed for processing of statistical data on network performance is described.
Keywords: network security, broadcast storm, network topology.