Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Schaathun, Hans Georg
Titre(s) : Machine learning in image steganalysis [Texte électronique] / Hans Georg Schaathun
Publication : Chichester, West Sussex, United Kingdom : IEEE/Wiley, 2012
Description matérielle : 1 online resource
Note(s) : Includes bibliographical references and index. - Print version record and CIP data provided by publisher.
"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"
Sujet(s) : Apprentissage automatique
Ondelettes
Chiffrement (informatique)
Indice(s) Dewey :
006.31 (23e éd.) = Apprentissage automatique (informatique)
Identifiants, prix et caractéristiques : ISBN 9781118437957
Identifiant de la notice : ark:/12148/cb44653720c
Notice n° :
FRBNF44653720
(notice reprise d'un réservoir extérieur)
Table des matières : 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.
