Multifractal Analysis of Internet Backbone Traffic for Detecting Denial of Service Attacks

被引：14
|
作者：
Zegzhda, P. D. [1 ]
Lavrova, D. S. [1 ]
Shtyrkina, A. A. [1 ]
机构：
[1] St Petersburg Polytech Univ, St Petersburg 195251, Russia
来源：
AUTOMATIC CONTROL AND COMPUTER SCIENCES | 2018年 / 52卷 / 08期
关键词：
words: backbone networks; multifractal analysis; attack detection; multifractal spectrum; DoS attack;
D O I：
10.3103/S014641161808028X
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：936 / 944
页数：9
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