Implementation of Online Network Attack Detection in Absence of Previous History of AttackJournal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.3, No. 3)
Publication Date: 2014-03-30
Authors : Snehal P. Chincholkar; P.D.Gawande;
Page : 1600-1602
Keywords : NIDS; unsupervised; multiresolution flow aggregation; clustering techniques.;
Security is demand of today’s internet users. As the no. of internet users are increasing day by day it is being a paramount task to provide a network security. In the field of security NIDS acts as war horses. These NIDS are nothing but the softwares that are used to detect the network attacks. In this paper we are providing the technique that will detect the network attack without having any previous knowledge about the attack. This technique will be proved as the milestone in NIDS as these systems are useful in detecting the attacks in completely unsupervised manner. This technique uses the online basis to detect the attack that is by using the technique of multiresolution flow aggregation traffic is captured online and then by using clustering techniques filtering rules are formed to filter the network attacks from violating the security of network. All this process happens without having previous knowledge about the attack hence the name online network attack detection in absence of previous history of attack that is unsupervised network intrusion detection is true.
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Last modified: 2014-06-16 20:31:01