Title :
A wavelet based distributed ID model
Author :
Liu, Lan ; Li, Zhitang ; Xu, Yong ; Mei, Chenggang ; Tan, Xiaoling
Author_Institution :
Dept. of Comput. Archit., Hua Zhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper develops a wavelet based distributed ID model approach to analyses network traffic in detail. We adopt wavelet technique to analyze and model ID system to find the attack behavior in network. Our model can post attack characteristic more clearly and, by way of improve the veracity, we compare corresponding network node signals of wavelet decomposition. We simulate attacks and the model can detect attack more precisely than the previous model does.
Keywords :
computer networks; security of data; telecommunication traffic; wavelet transforms; attack characteristic; attack detection; network attack behavior; network node signals; network traffic analysis; wavelet based distributed ID model; wavelet decomposition; Frequency synthesizers; Performance analysis; Power system modeling; Prototypes; Signal analysis; Signal synthesis; Telecommunication traffic; Traffic control; Wavelet analysis; Wavelet coefficients; ID; network behavior; wavelet;
Conference_Titel :
Services Computing, 2005 IEEE International Conference on
Print_ISBN :
0-7695-2408-7
DOI :
10.1109/SCC.2005.19
