Data Warehousing and Data Mining Techniques for Cyber Security 1st edition by Anoop Singhal 0387476539 9780387476537

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Product details:

ISBN-10 :  0387476539 

ISBN-13 :  9780387476537

Author :  Anoop Singhal 

Data warehousing and data mining provide techniques for collecting information from distributed databases and for performing data analysis. The ever expanding, tremendous amount of data collected and stored in large databases has far exceeded our human ability to comprehend–without the proper tools. There is a critical need for data analysis that can automatically analyze data, summarize it and predict future trends. In the modern age of Internet connectivity, concerns about denial of service attacks, computer viruses and worms are extremely important. Data Warehousing and Data Mining Techniques for Cyber Security contributes to the discipline of security informatics. The author discusses topics that intersect cyber security and data mining, while providing techniques for improving cyber security. Since the cost of information processing and internet accessibility is dropping, an increasing number of organizations are becoming vulnerable to cyber attacks. This volume introduces techniques for applications in the area of retail, finance, and bioinformatics, to name a few. Data Warehousing and Data Mining Techniques for Cyber Security is designed for practitioners and researchers in industry. This book is also suitable 

 

Data Warehousing & Data Mining Techniques for Cyber Security 1st Table of contents:

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 & Design

Discovering Novel Attack Strategies from Infosec Alerts

 

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