Anomaly detection is one of the most important aspect of Network Security Monitoring. Most of the current approaches in Network Intrusion Detection Systems use signature based techniques. Recently data-mining approaches become popular and many paper published about that topic. Supervised data-mining approaches rely on some kind of training data. But for network traffic, it is [...]