Information and Automation pp 372-376
Intrusion Detection System Based on Immune Algorithm and Support Vector Machine in Wireless Sensor Network
In order to improve the reality and whole performance of network intrusion detection system (IDS), after the characteristics of data used in IDS were analyzed, an approach, in which intruders are recognized, was presented in the paper, which was based on immune algorithm (IA) and support vector machine (SVM). In this method, immune algorithm is used to preprocess the network data, SVM is adopted to classify the optimization data, and recognize intruders. Experimental results showed that the method was feasible and efficient.
KeywordsIntrusion Detection System (IDS) immunity algorithm (IA) support vector machine (SVM) Feature selection
Unable to display preview. Download preview PDF.