Integrated Intrusion Detection Model Using Chi-Square Feature Selection and Ensemble of Classifiers

Intrusion detection system is a device or software application that monitors a network of systems to identify any malicious activity or policy violations. In order to identify intrusions or normal activity, IDS would consider different network-related features such as source address, protocol and flag. The major challenge for any intrusion detection model is to achieve maximum accuracy with minimal false alarms. The aim of this paper is to...