DocumentCode :
2583128
Title :
Second order sliding mode observer for anomaly detection in TCP networks: From theory to practice
Author :
Rahmé, Sandy ; Labit, Yann ; Gouaisbaut, Frédéric ; Floquet, Thierry
Author_Institution :
LAAS, CNRS, Toulouse, France
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
5120
Lastpage :
5125
Abstract :
We investigate the design of a second order sliding mode observer for detecting anomalies in TCP networks. More precisely, based on a fluid model of TCP network, we aim at designing an observer, whose state variables reconstruct some external signals which perturb the nominal behavior of TCP. The proposed methodology is validated via NS-2 simulations. Finally, an experimental setup is proposed to show the effectiveness of our approach.
Keywords :
observers; telecommunication control; telecommunication security; transport protocols; variable structure systems; NS-2 simulation; TCP network; anomaly detection; fluid model; observer design; second order sliding mode observer; state variable; transmission control protocol; Control theory; Mathematical model; Network topology; Observers; Oscillators; Quality of service;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
ISSN :
0743-1546
Print_ISBN :
978-1-4244-7745-6
Type :
conf
DOI :
10.1109/CDC.2010.5718087
Filename :
5718087
Link To Document :
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