Classify Datagram on LANs by Using C4.5 Classification Algorithm
Fangmin Song · Computer Technology and Development · 2006
A mass of package-related information is carried by datagram on LANs(local area networks).This information reflects the action and behavior of the datagram.Classify the datagram on LANs can provide some evidences of NID(network intrusion detect).A decision tree-based classification algorithm by using C4.5 algorithm is introduced in this paper.Compared with other classification algorithms that usually used,this method shows distinctly advantages in both efficiency and precision in classifying datagram on LANs.