Multifractal Analysis of Internet Backbone Traffic for Detecting Denial of Service Attacks
- Авторы: Zegzhda P.1, Lavrova D.1, Shtyrkina A.1
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Учреждения:
- St. Petersburg Polytechnic University
- Выпуск: Том 52, № 8 (2018)
- Страницы: 936-944
- Раздел: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175679
- DOI: https://doi.org/10.3103/S014641161808028X
- ID: 175679
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Аннотация
This paper proposes to use multifractal analysis to detect backbone network traffic anomalies that indicate network failures or attacks. Multifractal spectrum characteristics are used as security metrics. The effectiveness of the proposed approach is confirmed by experimental results on detecting Denial of Service attacks.
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Об авторах
P. Zegzhda
St. Petersburg Polytechnic University
Автор, ответственный за переписку.
Email: zeg@ibks.ftk.spbstu.ru
Россия, St. Petersburg, 195251
D. Lavrova
St. Petersburg Polytechnic University
Автор, ответственный за переписку.
Email: lavrova@ibks.spbstu.ru
Россия, St. Petersburg, 195251
A. Shtyrkina
St. Petersburg Polytechnic University
Email: lavrova@ibks.spbstu.ru
Россия, St. Petersburg, 195251