Statistical techniques for network security modern statistically-based intrusion detection and protection /

"This book aims to provide a guide for applying modern statistical techniques for intrusion detection and prevention, and serve as a reference for individuals such as network administrators, information and network security specialists, IT professionals, IT-related risk analysis and management...

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Bibliographic Details
Main Author: Wang, Yun.
Corporate Author: IGI Global.
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
Subjects:
Online Access:View fulltext via EzAccess
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020 # # |z 159904708X (hardcover) 
020 # # |z 9781616925048 (softcover) 
024 7 # |a 10.4018/978-1-59904-708-9  |2 doi 
035 # # |a (CaBNVSL)gtp00542359 
035 # # |a (OCoLC)550481825 
040 # # |a CaBNVSL  |c CaBNVSL  |d CaBNVSL 
050 # 4 |a TK5105.59  |b .W36 2009e 
082 0 4 |a 005.8  |2 22 
100 1 # |a Wang, Yun. 
245 1 0 |a Statistical techniques for network security  |b modern statistically-based intrusion detection and protection /  |c Yun Wang.  |h [electronic resource] : 
246 3 0 |a Modern statistically-based intrusion detection and protection. 
260 # # |a Hershey, Pa. :  |b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),  |c c2009. 
300 # # |a electronic texts (xii, 461 p. : ill.) :  |b digital files. 
504 # # |a Includes bibliographical references and index. 
505 0 # |a 1. Statistical opportunities, roles, and challenges in network security -- 2. Statistical analysis software -- 3. Network traffic and data -- 4. Network data characteristics -- 5. Exploring network data -- 6. Data reduction -- 7. Models network data for association and prediction -- 8. Measuring user behavior -- 9. Classification based on supervised learning -- 10. Classification based on unsupervised learning -- 11. Decision analysis in network security -- 12. Evaluation. 
506 # # |a Restricted to subscribers or individual electronic text purchasers. 
520 3 # |a "This book aims to provide a guide for applying modern statistical techniques for intrusion detection and prevention, and serve as a reference for individuals such as network administrators, information and network security specialists, IT professionals, IT-related risk analysis and management professionals, and students and researchers who are interested in the use of statistical techniques for network security"--Provided by publisher. 
530 # # |a Also available in print. 
538 # # |a Mode of access: World Wide Web. 
588 # # |a Title from PDF t.p. (viewed on July 19, 2010). 
650 # 0 |a Computer networks  |x Security measures. 
650 # 0 |a Computer security. 
653 # # |a Data mining and modeling 
653 # # |a Data reduction techniques for network traffic 
653 # # |a Data reliability, validity, and quality 
653 # # |a Decision analysis in network security 
653 # # |a Measure user behavior 
653 # # |a Models network data for association and prediction 
653 # # |a Network data characteristics 
653 # # |a Network traffic and data 
653 # # |a Statistical opportunity in network security 
653 # # |a Statistical software for analyzing network data 
653 # # |a Supervised learning techniques for network traffic classification 
653 # # |a Unsupervised learning techniques for network traffic classification 
710 2 # |a IGI Global. 
776 0 # |c (Original)  |w (DLC) 2008023192  |z 9781599047089  |z 159904708X 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-708-9  |z View fulltext via EzAccess