ABSTRACT

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

Introduction

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