Title :
Lightweight, Payload-Based Traffic Classification: An Experimental Evaluation
Author :
Risso, F. ; Baldi, M. ; Morandi, O. ; Baldini, A. ; Monclus, P.
Author_Institution :
Dipt. di Autom. e Inf., Politec. di Torino, Turin
Abstract :
With the ever increasing amount of traffic, scalability is probably the most important factor that differentiates several existing approaches to traffic classification. This paper focuses on payload-based classification and compares the results obtained through a "lightweight" traffic classification approach with the ones obtained with a "completely stateful" approach, demonstrating that the first approach, albeit less precise, is still appropriate for a large class of applications.
Keywords :
IP networks; pattern classification; telecommunication security; telecommunication traffic; transport protocols; TCP/IP; lightweight payload-based traffic classification; message based-per protocol state approach; network security; packet based-flow state approach; Communications Society; Cryptography; Payloads; Peer to peer computing; Protocols; Scalability; Statistical analysis; Taxonomy; Telecommunication traffic; USA Councils;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.1097