With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of network attacks, network intrusion detection has become increasingly important. Anomaly-based network intrusion detection refers to finding exceptional or nonconforming patterns in network traffic data compared to normal behavi

chapter 1|14 pages


chapter 2|42 pages

Networks and Anomalies

chapter 3|64 pages

An Overview of Machine Learning Methods

chapter 4|36 pages

Detecting Anomalies in Network Data

chapter 5|34 pages

Feature Selection

chapter 6|44 pages

Approaches to Network Anomaly Detection

chapter 7|12 pages

Evaluation Methods

chapter 8|42 pages

Tools and Systems