Statistical techniques for network security modern statistically-based intrusion detection and protection
Title:
Statistical techniques for network security modern statistically-based intrusion detection and protection
Author:
Wang, Yun.
ISBN:
9781599047102
Personal Author:
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
Physical Description:
electronic texts (xii, 461 p. : ill.) : digital files.
Contents:
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.
Abstract:
"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.
Added Corporate Author:
Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-708-9