Network Traffic Anomaly Detection and Prevention Concepts, Techniques, and Tools /

• Main Authors: Bhuyan, Monowar H. (Author), Bhattacharyya, Dhruba K. (Author), Kalita, Jugal K. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Computer Communications and Networks,
• Subjects: Computer science.; Computer software > Reusability.; Computer communication systems.; Computer security.; Electrical engineering.; Computer Science.; Computer Communication Networks.; Systems and Data Security.; Performance and Reliability.; Communications Engineering, Networks.

This indispensable text/reference presents a comprehensive overview on the detection and prevention of anomalies in computer network traffic, from coverage of the fundamental theoretical concepts to in-depth analysis of systems and methods. Readers will benefit from invaluable practical guidance on...

Table of Contents:

• Introduction
• Networks and Network Traffic Anomalies
• A Systematic Hands-on Approach to Generate Real-Life Intrusion Datasets
• Network Traffic Anomaly Detection Techniques and Systems
• Alert Management and Anomaly Prevention Techniques
• Practical Tools for Attackers and Defenders
• Evaluation Criteria
• Open Issues, Challenges and Conclusion.