Note on Studying Change Point of LRD Traffic Based on Li's Detection of DDoS Flood Attacking
Joint Authors
Lu, Songnian
Xia, Zhengmin
Tang, Junhua
Source
Mathematical Problems in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-06-28
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Distributed denial-of-service (DDoS) flood attacks remain great threats to the Internet.
To ensure network usability and reliability, accurate detection of these attacks is critical.
Based on Li's work on DDoS flood attack detection, we propose a DDoS detection method by monitoring the Hurst variation of long-range dependant traffic.
Specifically, we use an autoregressive system to estimate the Hurst parameter of normal traffic.
If the actual Hurst parameter varies significantly from the estimation, we assume that DDoS attack happens.
Meanwhile, we propose two methods to determine the change point of Hurst parameter that indicates the occurrence of DDoS attacks.
The detection rate associated with one method and false alarm rate for the other method are also derived.
The test results on DARPA intrusion detection evaluation data show that the proposed approaches can achieve better detection performance than some well-known self-similarity-based detection methods.
American Psychological Association (APA)
Xia, Zhengmin& Lu, Songnian& Tang, Junhua. 2010. Note on Studying Change Point of LRD Traffic Based on Li's Detection of DDoS Flood Attacking. Mathematical Problems in Engineering،Vol. 2010, no. 2010, pp.1-14.
https://search.emarefa.net/detail/BIM-511774
Modern Language Association (MLA)
Xia, Zhengmin…[et al.]. Note on Studying Change Point of LRD Traffic Based on Li's Detection of DDoS Flood Attacking. Mathematical Problems in Engineering No. 2010 (2010), pp.1-14.
https://search.emarefa.net/detail/BIM-511774
American Medical Association (AMA)
Xia, Zhengmin& Lu, Songnian& Tang, Junhua. Note on Studying Change Point of LRD Traffic Based on Li's Detection of DDoS Flood Attacking. Mathematical Problems in Engineering. 2010. Vol. 2010, no. 2010, pp.1-14.
https://search.emarefa.net/detail/BIM-511774
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-511774