With the wide application of intrusion detection systems (IDSs), the requirements of evaluating IDSs are getting urgent. This paper first summarizes the present status of IDSs evaluation. Based on the existing methods, an analytical method for decision tree analysis on cost for IDS evaluation is proposed. This method is based on ROC curve and introduces cost by decision tree. Then it optimizes the performance of IDSs with cost. Finally, the ...
