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Trudy SPIIRAN, 2013, Issue 30, Pages 56–64
(Mi trspy675)
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This article is cited in 1 scientific paper (total in 1 paper)
Estimation of traffic spectrum characteristics in the problem of various computer attacks detection
D. K. Levonevskiya, Y.A. Pichuginb, R. R. Fatkievaa a St. Petersburg Institute for Informatics and Automation of RAS
b Herzen State Pedagogical University of Russia, St. Petersburg
Abstract:
The paper considers estimations of the incoming network traffic spectrum characteristics sensitivity to computer attacks. The spectrum is built by means of singular spectrum analysis and «the caterpillar» for various attacks and traffic functions. The discovered spectrum change at the moment of the beginning of an attack and during its running can be useful for intrusion detection systems development.
Keywords:
information security, Distributed Denial of Service, DDoS, network traffic, singular spectrum analysis.
Received: 15.08.2013
Citation:
D. K. Levonevskiy, Y.A. Pichugin, R. R. Fatkieva, “Estimation of traffic spectrum characteristics in the problem of various computer attacks detection”, Tr. SPIIRAN, 30 (2013), 56–64
Linking options:
https://www.mathnet.ru/eng/trspy675 https://www.mathnet.ru/eng/trspy/v30/p56
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Statistics & downloads: |
Abstract page: | 181 | Full-text PDF : | 89 | References: | 46 | First page: | 1 |
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