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Network traffic classification algorithm based on flow serialization

  • 2013-09-19
  • 313.59KB
  • Points it Requires : 2

  Aiming at the problems of low recognition rate and complex classification algorithm of traditional network traffic classification algorithm based on port and payload, a flow serialization method is proposed based on the analysis of network traffic properties. It decomposes network flow into multiple flow atoms# by extracting the feature vector of serialized network flow and using iterative optimization clustering algorithm to cluster traffic. Finally, the network flow is clustered according to different behavior patterns. This method has achieved good results in the experimental environment.

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