Machine learning in image steganalysis /

• Main Author: Schaathun, Hans Georg
• Format: eBook
• Language: English
• Published: Chichester, West Sussex, United Kingdom : IEEE/Wiley, 2012.
• Subjects: Machine learning.; Wavelets (Mathematics); Data encryption (Computer science); SCIENCE > Waves & Wave Mechanics.; Electronic books.

"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"--

Table of Contents:

• 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.