Security Analysis Based on Controlling Dependences of Network Traffic Parameters by Wavelet Transformation
- Авторы: Lavrova D.S.1, Alekseev I.V.1, Shtyrkina A.A.1
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Учреждения:
- Peter the Great S.t Petersburg Polytechnic University
- Выпуск: Том 52, № 8 (2018)
- Страницы: 931-935
- Раздел: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175678
- DOI: https://doi.org/10.3103/S0146411618080187
- ID: 175678
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Аннотация
This article presents mathematical tools of wavelet transformations for use in detecting network traffic attacks. The technique consists in discrete wavelet transformation of parameters of network packets extracted from traffic and tracking the degree of dependence of various network traffic parameters using the multiple correlation coefficient. The efficiency of the proposed technique is shown in the results of experimental detections of SYN flood DoS attacks.
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Об авторах
D. Lavrova
Peter the Great S.t Petersburg Polytechnic University
Автор, ответственный за переписку.
Email: lavrova@ibks.spbstu.ru
Россия, St. Petersburg, 195251
I. Alekseev
Peter the Great S.t Petersburg Polytechnic University
Автор, ответственный за переписку.
Email: ialexeev@ibks.spbstu.ru
Россия, St. Petersburg, 195251
A. Shtyrkina
Peter the Great S.t Petersburg Polytechnic University
Email: ialexeev@ibks.spbstu.ru
Россия, St. Petersburg, 195251
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