Lightweight Traffic Monitoring and Analysis Using Video Compression Techniques

被引：0

作者：

Zhanikeev, Marat ^{[1
]}

Tanaka, Yoshiaki ^{[2
,3
]}

机构：

[1] Waseda Univ, Sch Int Liberal Studies, Shinjuku Ku, 1-6-1 Nishi Waseda, Tokyo 1698050, Japan

[2] Waseda Univ, Global Informat &Telecommun Inst, Shinjuku Ku, 1-3-10 Nishi-Waseda, Tokyo 169005, Japan

[3] Waseda Univ, Res Inst Sci & Engn, Shinjuku Ku, 17 Kikuicho, Tokyo 1620044, Japan

来源：

MANAGEMENT ENABLING THE FUTURE INTERNET FOR CHANGING BUSINESS AND NEW COMPUTING SERVICES, PROCEEDINGS | 2009年 / 5787卷

关键词：

traffic analysis; traffic monitoring; anomaly detection; IP space; video compression;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Traffic analysis based only on IP address is a new research area where traffic anomalies can be detected by studying clusters of IP addresses extracted from traveling packets. Such analysis is normally spatial and needs IP addresses to be put in a multi-dimensional map. This paper proposes a novel method that converts such maps to 2-dimensional graphical form and applies video compression techniques to create MPEG-2 VBR movies where frames are individual snapshots of IP space in time. The paper proves that this combination is suitable for traffic monitoring and detection of DDOS attacks as well as large-scale traffic anomalies caused by social phenomena.

引用

页码：92 / +

页数：2

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