科研成果详情

题名A blind detection method for tracing the real source of DDoS attack packets by cluster matching
作者
发表日期2016-10-07
会议名称8th IEEE International Conference on Communication Software and Networks (ICCSN)
会议录名称Proceedings of 2016 8th IEEE International Conference on Communication Software and Networks, ICCSN 2016
会议录编者IEEE
ISBN978-1-5090-1781-2
ISSN2159-3566
页码551-555
会议日期JUN 04-06, 2016
会议地点Beijing, CHINA
摘要

With the rapid growth of the Internet, the impact of attacks becomes more serious. IP spoofing makes hosts hard to defend against DDoS attacks. In this paper, we propose a blind detection method for tracing the real source of DDoS attack packets. Tracing the real source of a single-packet is difficult, so we trace-back a cluster of similar packets rather than a single-packet by cluster matching. We choose K-harmonic means clustering method to preprocess the packets according to our proposed quantitative model, at the same time, we propose an approach to determine the best number of clusters. In addition, we propose a novel detection algorithm about cluster matching for tracing the real source of packet clusters based on K-harmonic means and our improved silhouette. Experimental results show that our method can detect the real source of packets with up to 92.54% accuracy.

关键词cluster matching Distributed Denialof Service (DDoS) K-harmonic means silhouette traceback
DOI10.1109/ICCSN.2016.7586583
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收录类别CPCI-S
语种英语English
WOS研究方向Computer Science ; Engineering ; Telecommunications
WOS类目Computer Science, Information Systems ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号WOS:000391353100105
Scopus入藏号2-s2.0-84994493259
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/7254
专题个人在本单位外知识产出
作者单位
College of Computer Science and Technology, Huaqiao University, Xiamen, China
推荐引用方式
GB/T 7714
Chen, Yonghong,Chen, Xin,Tian, Huiet al. A blind detection method for tracing the real source of DDoS attack packets by cluster matching[C]//IEEE, 2016: 551-555.
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