Analysis of Network Intrusion Detection System using Laser Algorithm

This Intrusion detection system has become popular security intelligence component to provide security with capability of detecting attacks and patterns. Now day’s globally use of IDS raising some lagging points like detecting false alert to be checked. Here new approach of support vector mechanism with swarm intelligence for selecting appropriate parameters to achieve high rate of attack detection and lower the false alarm than regular IDS. Recently, Support Vector Machines (SVM) has been employed to provide potential solutions for IDS. With its many variants for classification SVM is a state-of-the-art machine learning algorithm.