科研成果详情

发表状态已发表Published
题名Traceback of DDoS attacks using entropy variations
作者
发表日期2012
发表期刊IEEE Transactions on Parallel and Distributed Systems
ISSN/eISSN1045-9219/1558-2183
卷号23期号:3页码:412-425
摘要

Distributed Denial-of-Service (DDoS) attacks are a critical threat to the Internet. However, the memoryless feature of the Internet routing mechanisms makes it extremely hard to trace back to the source of these attacks. As a result, there is no effective and efficient method to deal with this issue so far. In this paper, we propose a novel traceback method for DDoS attacks that is based on entropy variations between normal and DDoS attack traffic, which is fundamentally different from commonly used packet marking techniques. In comparison to the existing DDoS traceback methods, the proposed strategy possesses a number of advantagesit is memory nonintensive, efficiently scalable, robust against packet pollution, and independent of attack traffic patterns. The results of extensive experimental and simulation studies are presented to demonstrate the effectiveness and efficiency of the proposed method. Our experiments show that accurate traceback is possible within 20 seconds (approximately) in a large-scale attack network with thousands of zombies. © 2011 IEEE.

关键词DDoS entropy variation flow IP traceback
DOI10.1109/TPDS.2010.97
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号WOS:000286677100005
引用统计
被引频次:106[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/1923
专题个人在本单位外知识产出
通讯作者Yu, Shui
作者单位
1.School of Information Technology, Deakin University, Burwood, VIC 3125, Australia
2.Department of Computer Science, City University of Hong Kong, Kowloon, 83 Tat Chee Ave., Hong Kong, China
推荐引用方式
GB/T 7714
Yu, Shui,Zhou, Wanlei,Doss, Robinet al. Traceback of DDoS attacks using entropy variations[J]. IEEE Transactions on Parallel and Distributed Systems, 2012, 23(3): 412-425.
APA Yu, Shui, Zhou, Wanlei, Doss, Robin, & Jia, Weijia. (2012). Traceback of DDoS attacks using entropy variations. IEEE Transactions on Parallel and Distributed Systems, 23(3), 412-425.
MLA Yu, Shui,et al."Traceback of DDoS attacks using entropy variations". IEEE Transactions on Parallel and Distributed Systems 23.3(2012): 412-425.
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