Network anomalies occur in all sorts of networks, And as internet is growing more and more the intrusion detection mechanism are becoming more and more important. There are a lot of signature based detection engines to detect it. This book presents a generic mechanism which intelligently monitors the network traffic and classify it for anomalies, if any anomaly is detected it is used to learn more about anomalies and to detect them in future with much more ease.