DocumentCode
3081110
Title
The study of traffic anomalies using self-similar traffic model
Author
Kolbusz, Janusz ; Korniak, Janusz ; Paszczynski, Stanislaw
Author_Institution
Dept. of Distrib. Syst., Univ. of Inf. Technol. & Manage., Rzeszow, Poland
fYear
2010
fDate
13-15 May 2010
Firstpage
467
Lastpage
471
Abstract
The self-similarity becomes one of the method of anomaly detection. The multi-layer `on-off´ model of traffic source is developed. The generator implemented according this model allows generate traffic flow characterized by self-similarity. The ability of generation of traffic similar to malicious one is verified by experiments. The results confirm that proposed model is useful to produce traffic similar to generated by the real attacker.
Keywords
computer networks; telecommunication computing; telecommunication traffic; anomaly detection method; multilayer on-off model; self similar traffic model; traffic anomalies; traffic flow; traffic generation; traffic source; Application software; Bandwidth; Character generation; Communication system traffic control; Computer networks; Information management; Information technology; Technology management; Telecommunication traffic; Traffic control; network anomaly; network traffic model; self-similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interactions (HSI), 2010 3rd Conference on
Conference_Location
Rzeszow
Print_ISBN
978-1-4244-7560-5
Type
conf
DOI
10.1109/HSI.2010.5514529
Filename
5514529
Link To Document