Machine Learning in Image Steganalysis
eBook - ePub

Machine Learning in Image Steganalysis

Hans Georg Schaathun

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Machine Learning in Image Steganalysis

Hans Georg Schaathun

Book details
Table of contents
Citations

About This Book

Steganography is the art of communicating a secret message, hiding the very existence of a secret message. This book is an introduction to steganalysis as part of the wider trend of multimedia forensics, as well as a practical tutorial on machine learning in this context. It looks at a wide range of feature vectors proposed for steganalysis with performance tests and comparisons. Python programs and algorithms are provided to allow readers to modify and reproduce outcomes discussed in the book.

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Yes, you can access Machine Learning in Image Steganalysis by Hans Georg Schaathun in PDF and/or ePUB format, as well as other popular books in Naturwissenschaften & Wellen & Wellenmechanik. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley-IEEE Press
Year
2012
ISBN
9781118437988
Edition
1
Topic
Naturwissenschaften
Subtopic
Wellen & Wellenmechanik

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Preface
  5. Chapter 1: Introduction
  6. Chapter 2: Steganography and Steganalysis
  7. Chapter 3: Getting Started with a Classifier
  8. Chapter 4: Histogram Analysis
  9. Chapter 5: Bit-plane Analysis
  10. Chapter 6: More Spatial Domain Features
  11. Chapter 7: The Wavelets Domain
  12. Chapter 8: Steganalysis in the JPEG Domain
  13. Chapter 9: Calibration Techniques
  14. Chapter 10: Simulation and Evaluation
  15. Chapter 11: Support Vector Machines
  16. Chapter 12: Other Classification Algorithms
  17. Chapter 13: Feature Selection and Evaluation
  18. Chapter 14: The Steganalysis Problem
  19. Chapter 15: Future of the Field
  20. Bibliography
  21. Index