A survey an analysis for an efficient intrusion detection system
Neeru Jain and Deepak Tomar
Abstract
The process of identifying possible attacks in the network is called intrusion detection. As per the security concern it is very important to secure the connection and timely detection so that any fraud / unauthorized event will not be happened. The aim of this paper is to provide a better insight in the direction of intrusion detection and find the implications of different methodology as far presented. Different data mining techniques along with the evolutionary algorithms have been analyzed so that a better framework can be designed based on the hybridization of efficient algorithms. For this purpose denial of service (DoS), user to root (U2R), remote to user (R2L) and probe attacks have been considered in this paper.
Keyword
Intrusion detection, Data mining, Evolutionary algorithms, DoS, U2R, R2L and Probe.