Table of Contents for
Network Security Through Data Analysis, 2nd Edition

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Network Security Through Data Analysis, 2nd Edition by Michael Collins Published by O'Reilly Media, Inc., 2017
  1. Cover
  2. nav
  3. Praise for Network Security Through Data Analysis, Second Edition
  4. Network Security Through Data Analysis
  5. Network Security Through Data Analysis
  6. Preface
  7. I. Data
  8. 1. Organizing Data: Vantage, Domain, Action, and Validity
  9. 2. Vantage: Understanding Sensor Placement in Networks
  10. 3. Sensors in the Network Domain
  11. 4. Data in the Service Domain
  12. 5. Sensors in the Service Domain
  13. 6. Data and Sensors in the Host Domain
  14. 7. Data and Sensors in the Active Domain
  15. II. Tools
  16. 8. Getting Data in One Place
  17. 9. The SiLK Suite
  18. 10. Reference and Lookup: Tools for Figuring Out Who Someone Is
  19. III. Analytics
  20. 11. Exploratory Data Analysis and Visualization
  21. 12. On Analyzing Text
  22. 13. On Fumbling
  23. 14. On Volume and Time
  24. 15. On Graphs
  25. 16. On Insider Threat
  26. 17. On Threat Intelligence
  27. 18. Application Identification
  28. 19. On Network Mapping
  29. 20. On Working with Ops
  30. 21. Conclusions
  31. Index
  32. About the Author
  33. Colophon

About the Author

Michael Collins is the chief scientist for RedJack, LLC, a network security and data analysis company located in the Washington, DC, area. Prior to his work at RedJack, Dr. Collins was a member of the technical staff at the CERT Network Situational Awareness Group at Carnegie Mellon University. His primary focus is on network instrumentation and traffic analysis, in particular on the analysis of large traffic datasets. Dr. Collins graduated with a PhD in electrical engineering from Carnegie Mellon University in 2008. He holds master’s and bachelor’s degrees from the same institution.