Research on Incomplete Problem in IDS

ID model-IAIDM(Immune-based Adaptive Intrusion Detection Model) is put forward.Because current IDS usually has a problem of incomplete training sets,this page has done the deep researches on the problem caused by the limit of training time with the feature of IAIDM.Based on it,an incremental algorithm(IA) is put forward.The experiment results demonstrate IA can update local selfspace that has changed incrementally and dynamically instead of the whole space so that IAIDM can adjust itself to the current network environment quickly.