Introducing Fuzzy Logic in Network Intrusion Detection System
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Abstract
An intrusion detection system is a software tool used to detect unauthorized access to a computer system or network. The basic principle of intrusion detection is based on the assumption that intrusive activities are noticeably different from normal ones and thus are detectable. Many intrusion detection approaches have been suggested in the literature. Traditionally these approaches are classified into three categories: misuse detection, anomaly detection and specification-based detection. This paper describes an intrusion detection system that is being develop to demonstrate the effectiveness of anomaly based technique that utilize fuzzy logic. The anomaly-based components look for deviations from stored patterns of normal behavior. The purpose of introducing fuzzy logic is to deal with the fuzzy boundary between the normal and abnormal classes.
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Keywords: Intrusion detection system, Anomaly Detection, Misuse detection, Fuzzy Logic
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