A Decision Tree Analytical Method Based on Cost for IDS Evaluation
Liang Xie · 2007
With the broad application of intrusion detection systems (IDSs), it’s more and more urgent to evaluate these IDSs. First, this paper summarizes the status of IDSs evaluation. Then based on existed methods, we bring forward an analytical method on performance: the decision tree analytical method based on cost for IDSs evaluation. This method based on ROC curve, but introduces cost by decision tree. Then it scales the performance of IDSs with corresponding cost. At last, we make a experiment to prove the validity of this method.