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Author:

Zheng Kangfeng (Zheng Kangfeng.) | Wang Xiujuan (Wang Xiujuan.) | Yang Yixian (Yang Yixian.) | Guo Shize (Guo Shize.)

Indexed by:

Scopus SCIE CSCD

Abstract:

DDoS detection has been the research focus in the field of information security. Existing detecting methods such as Hurst parameter method and Markov model must ensure that the network traffic signal f (t) is a stationary signal. But its stability is just a regular assumption and has no strict mathematical proof. Therefore methods mentioned above lack of reliable theoretical support. This article introduces Hilbert-HuangTtransformation(HHT). HHT does not need to be based on signal stability, but it monitors the similarity between Hilbert marginal spectrums of adjacent observation sequences so as to realize DDoS detection. The method is experimented on DARPA 1999 data and simulating data respectively. Experimental results show that the method behaves better than existing Hurst parameter method in distinguishing both the normal and the attacked traffic.

Keyword:

similarity HHT marginal hilbert spectrum DDoS detection

Author Community:

  • [ 1 ] [Zheng Kangfeng]Beijing Univ Posts & Telecommun, MOE, Key Lab Network & Informat Attack & Def Technol, Beijing 100876, Peoples R China
  • [ 2 ] [Yang Yixian]Beijing Univ Posts & Telecommun, MOE, Key Lab Network & Informat Attack & Def Technol, Beijing 100876, Peoples R China
  • [ 3 ] [Guo Shize]Beijing Univ Posts & Telecommun, MOE, Key Lab Network & Informat Attack & Def Technol, Beijing 100876, Peoples R China
  • [ 4 ] [Wang Xiujuan]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Zheng Kangfeng]Beijing Univ Posts & Telecommun, MOE, Key Lab Network & Informat Attack & Def Technol, Beijing 100876, Peoples R China

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Source :

CHINA COMMUNICATIONS

ISSN: 1673-5447

Year: 2011

Issue: 2

Volume: 8

Page: 126-133

4 . 1 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 6

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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