Intrusion Detection System Model Research Based on Weighted Multi-decision Tree
Xiang Xin-yan · Computers & Security · 2009
The traditional decision tree category methods are effective on small data sets.But, because of huge network flow ,when these methods are applied to intrusion detection system, it exists low detection performance and lacking of the data mining efficiency.In order to solve these problems, weighted multi-decision tree model was described. This method was applied to intrusion detection system, experimental results show that the method improved the performance of intrusion detection and mass data processing power.