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  • Book
  • © 2007

Data Warehousing and Data Mining Techniques for Cyber Security

Authors:

  • First book to combine application of data warehousing and data mining techniques to the important emerging area of computer security
  • Reviews current state of intrusion detection systems and their limitations
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Information Security (ADIS, volume 31)

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Hardcover Book USD 109.99
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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xiii
  2. Network and System Security

    • Anoop Singhal
    Pages 25-42
  3. Intrusion Detection Systems

    • Anoop Singhal
    Pages 43-57
  4. Data Mining for Intrusion Detection

    • Anoop Singhal
    Pages 59-67
  5. Minds: Architecture & Design

    • Varun Chandola, Eric Eilertson, Levent Ertoz, Gyorgy Simon, Vipin Kumar
    Pages 83-107
  6. Discovering Novel Attack Strategies from Infosec Alerts

    • Xinzhou Qin, Wenke Lee
    Pages 109-157
  7. Back Matter

    Pages 159-162

About this book

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 for upper-undergraduate and graduate-level students in computer science.

 

Authors and Affiliations

  • NIST, Computer Security Division, National Institute of Standards and Tech, Gaithersburg

    Anoop Singhal

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access