Data Warehousing And Data Mining Techniques for Cyber Security

by Singhal, Anoop

• ISBN13: 9780387264097
• ISBN10: 0387264094
• Format: Hardcover
• Copyright: 2006-12-30
• Publisher: Springer-Verlag New York Inc

Summary

Data warehousing and data mining techniques have been used for applications in the area of retail, finance and bioinformatics. Since the cost of information processing and internet accessibility is dropping, more and more organizations are becoming vulnerable to cyber attacks. These security breaches include attacks on single computers, computer networks, wireless network databases or authentication compromises.Data Warehousing and Data Mining Techniques for Computer Security describes data warehousing and data mining techniques that can be used to detect these attacks.Data Warehousing and Data Mining Techniques for Computer Security is designed for practitioners and researchers in industry, as well as graduate-level students in computer science.

Table of Contents

Preface

An Overview of Data Warehouse, OLAP and Data Mining Technology

Network and System Security

Intrusion Detection Systems

Data Mining for Intrusion Detection

Data Modeling and Data Warehousing Techniques to Improve Intrusion Detection

MINDS - Architecture and Design

Discovering Novel Attack Strategies from INFOSEC Alerts

Index

Table of Contents provided by Publisher. All Rights Reserved.