Recent Anomaly Detection Approaches In Computer Networks

In this paper a global overview of the recent and the most prominent anomaly detection algorithms and techniques is presented. These techniques are divided into two main categories - supervised and unsupervised, although some methods can use both approaches. These approaches are considered in computer networks environment. The results show the best possible methods which can be used nowadays to detect anomalies in such environment.