DocumentCode
2094559
Title
A Network Traffic Identification Method Based on Finite State Machine
Author
Xu, Bo ; Chen, Ming ; Xing, Changyou ; Zhang, Guomin
Author_Institution
Inst. of Command Autom., PLA Univ. of Sci. & Technol., Nanjing, China
fYear
2009
fDate
24-26 Sept. 2009
Firstpage
1
Lastpage
4
Abstract
Identifying network traffic accurately and efficiently is crucial for network management and security. Though several identification methods were proposed recently, none of them is shown to be better than all others and recognized as a de facto one. In this paper, an analysis of existing methods is given, and then a Perfect Protocol Finite State Machine (PPFSM) that can describe different identification methods is put forward. Based on these works, we proposed a traffic identification method named Network Flow Sequence Identification (NFSI), which utilizes the characteristics of PPFSM states transformation to identify network traffics. Finally, experiment results of identifying Skype voice traffic showed the accuracy and efficiency of NFSI.
Keywords
Internet; computer network management; finite state machines; sequences; telecommunication security; telecommunication traffic; transport protocols; Internet; network management; network security; network traffic flow sequence identification method; perfect protocol finite state machine; Automata; Automation; Information analysis; Internet; Programmable logic arrays; Protocols; TCPIP; Technology management; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-3692-7
Electronic_ISBN
978-1-4244-3693-4
Type
conf
DOI
10.1109/WICOM.2009.5301838
Filename
5301838
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