Machine learning in image steganalysis

Steganography is the art of communicating a secret message, hiding the very existence of a secret message. This is typically done by hiding the message within a non-sensitive document. Steganalysis is the art and science of detecting such hidden messages. The task in steganalysis is to take an objec...

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Bibliographic Details
Main Author: Schaathun, Hans Georg (-)
Format: eBook
Language:Inglés
Published: Hoboken : Wiley 2012.
Edition:1st edition
Series:Wiley - IEEE
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629295306719
Table of Contents:
  • 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.