Application and Improvement of Apriori Algorithm in Intrusion Detection Technology
Junling Liu · Journal of Jilin Teachers Institute of Engineering and Technology · 2008
It can find a model among all kinds of fields of packet in association rules mining network packets.Abnormal behavior of network user can be finded by studying and training of model.Lift is adopted in Apriori-lift algorithm cuts rules of result in apriori algorithm mining,which let NIDS not only find the model of network user but also lock the attacker quickly.Lift-apriori algorithm greatly increase the performance of Association Rules-based Network Intrusion Detection System.