%0 Journal Article
%T The Role of Data Mining in Design and Implementation of Intrusion Detection Systems
%A Shweta Modi
%A Neha Sthapak
%J International Journal of Computer Technology and Electronics Engineering
%D 2011
%I National Institute of Science Communication and Information Resources
%X Since data mining is one of the most emergingfield, when we talk about intrusion detection systems. Thispaper, proposes a system, named ˇ°The role of data mining indesign and implementation of intrusion detection systemˇ±,which will capture live data packets and will compare with ourtraining data sets to find out normal and abnormal behavior ofthe packet,the data mining algorithm which we are using is moreefficient.Basically, this paper uses the data mining approachlike association rule mining and clustering technique forimprovement of IDS and further provides lessons learned in thistask based upon our experiences in getting started on this type ofresearch work. Results are showing better approach to intrusiondetection system.
%K ntrusion detection
%K Data mining
%K Data preprocessing
%K Association analysis
%U http://www.ijctee.org/files/Issuetwo/IJCTEE_0910_22.pdf