Abstract: “Intrusion detection systems aim to identify attacks with a high detection rate and a low false alarm rate. Classification-based data mining models for intrusion detection are often ineffective in dealing with dynamic changes in intrusion patterns and characteristics”

Keywords: Intrusion detection system, neural network, data mining, False alarm, Self organizing map