Machine learning in image steganalysis /

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"The only book to look at steganalysis from the perspective of machine learning theory, and to apply the common technique of machine learning to the particular field of steganalysis; ideal for people working in both disciplines"--

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Schaathun, Hans Georg
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex, United Kingdom : IEEE/Wiley, 2012.
Temas:
Machine learning.
Wavelets (Mathematics)
Data encryption (Computer science)
Apprentissage automatique.
Ondelettes.
Chiffrement (Informatique)
SCIENCE > Waves & Wave Mechanics.
Machine learning
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Steganography and Steganalysis
  • Getting Started with a Classifier
  • Features. Histogram Analysis
  • Bit-Plane Analysis
  • More Spatial Domain Features
  • The Wavelets Domain
  • Steganalysis in the JPEG Domain
  • Calibration Techniques
  • Classifiers. Simulation and Evaluation
  • Support Vector Machines
  • Other Classification Algorithms
  • Feature Selection and Evaluation
  • The Steganalysis Problem
  • Future of the Field.
  • Front Matter
  • Overview. Introduction
  • Steganography and Steganalysis
  • Getting Started with a Classifier
  • Features. Histogram Analysis
  • Bit-Plane Analysis
  • More Spatial Domain Features
  • The Wavelets Domain
  • Steganalysis in the JPEG Domain
  • Calibration Techniques
  • Classifiers. Simulation and Evaluation
  • Support Vector Machines
  • Other Classification Algorithms
  • Feature Selection and Evaluation
  • The Steganalysis Problem
  • Future of the Field
  • Bibliography
  • Index.

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