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Low-Rate DDoS Attack Detection Using Expectation of Packet Size

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成果类型:
期刊论文
作者:
Zhou, Lu;Liao, Mingchao*;Yuan, Cao;Zhang, Haoyu
通讯作者:
Liao, Mingchao
作者机构:
[Zhou, Lu; Zhang, Haoyu; Liao, Mingchao; Yuan, Cao] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.
通讯机构:
[Liao, Mingchao] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.
语种:
英文
期刊:
Security and Communication Networks
ISSN:
1939-0114
年:
2017
卷:
2017
页码:
3691629:1-3691629:14
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61350001]; National Pillar Program during the 12th Five-Year Plan Period [2011BAD24B03-3]
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
Low-rate Distributed Denial-of-Service (low-rate DDoS) attacks are a new challenge to cyberspace, as the attackers send a large amount of attack packets similar to normal traffic, to throttle legitimate flows. In this paper, we propose a measurement - expectation of packet size - that is based on the distribution difference of the packet size to distinguish two typical low-rate DDoS attacks, the constant attack and the pulsing attack, from legitimate traffic. The experimental results, obtained using a series of real datasets with different times and different tolerance factors, are presented t...

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