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Classificação online dos tráfegos TCP e UDP baseada em sub-fluxos

Raimir Holanda FilhoVictor Pasknel de Alencar RibeiroJosé Everardo Bessa Maia

Classification based on sub-flows is a step towards meeting therequirements for online classification of network traffic. This work describes aclassification strategy based on sub-flows, applied to TCP and UDP traffic,which opens a perspective to classify the entire traffic of a link. The proposedwork uses the One-Against-All (OAA) decomposition applied to statisticalfeatures of sub-flows obtained only from the information of packet headers.The OAA decomposition explores the characteristic to build highly specializedbinary classifiers for each application class. The results show a meanaccuracy of 98% for the selected classes.

http://www.lbd.dcc.ufmg.br/colecoes/sbrc/2011/0060.pdf

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