The multi-fractal nature of worm and normal traffic at individual source level

Authors:
Yufeng Chen;Yabo Dong;Dongming Lu;Yunhe Pan
Affiliations:
College of Computer Science and Technology, Zhejiang University, Hangzhou, P.R.China;College of Computer Science and Technology, Zhejiang University, Hangzhou, P.R.China;College of Computer Science and Technology, Zhejiang University, Hangzhou, P.R.China;College of Computer Science and Technology, Zhejiang University, Hangzhou, P.R.China
Venue:
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Year:
2005

Citing 6
Cited 1

Analysis, modeling and generation of self-similar VBR video traffic

SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
On the self-similar nature of Ethernet traffic

ACM SIGCOMM Computer Communication Review - Special twenty-fifth anniversary issue. Highlights from 25 years of the Computer Communication Review
Wide area traffic: the failure of Poisson modeling

IEEE/ACM Transactions on Networking (TON)
Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level

IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes

IEEE/ACM Transactions on Networking (TON)
Service specific anomaly detection for network intrusion detection

Proceedings of the 2002 ACM symposium on Applied computing

What Shape Is Your Conjugate? A Survey of Computational Convex Analysis and Its Applications

SIAM Review

Quantified Score

Hi-index	0.00

Visualization

Abstract

Worms have been becoming a serious threat in web age because worms can cause huge loss due to the fast-spread property. To detect worms effectively, it is important to investigate the characteristics of worm traffic at individual source level. We model worm traffic with the multi-fractal process, and compare the multi-fractal property of worm and normal traffics at individual source level. The results show that the worm traffic possesses less multi-fractal property.