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
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ISSN/eISSN | 1045-9219/1558-2183 |
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 |
DOI | 10.1109/TPDS.2010.97 |
URL | 查看来源 |
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 | |
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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