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
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;
Conference_Titel :
Human System Interactions (HSI), 2010 3rd Conference on
Conference_Location :
Rzeszow
Print_ISBN :
978-1-4244-7560-5
DOI :
10.1109/HSI.2010.5514529
