A Fuzzy Based Clustering for Image Steganalysis - Couverture souple

Abdulmajeed Mohammed Al-Taie, Rasha; Majeed Hameed, Sarab

 
9783659821028: A Fuzzy Based Clustering for Image Steganalysis
Couverture souple
ISBN 10 : 3659821020 ISBN 13 : 9783659821028
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

Steganalysis is the technique for attacking steganography methods to detect the secret message. Image steganalysis can be viewed as a two class classification problem. To this end, this book has two contributions. First, to define grayscale image steganalysis based on Fuzzy c-Means Clustering the objective of the formulated fuzzy problem is to construct two fuzzy clusters: cover image and stego image clusters. The second contribution is to use Histogram Characteristic Function (HCF) and calibrated HCF by downsampling detectors and propose a new detector called calibrated HCF by Haar wavelet. These detectors are exploited by the fuzzy clustering algorithm, as two feature set parameters, the first parameter is the first order moment (i.e. center of mass) and the second parameter is the first three moments to define the boundaries of the cover and stego image clusters.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Steganalysis is the technique for attacking steganography methods to detect the secret message. Image steganalysis can be viewed as a two class classification problem. To this end, this book has two contributions. First, to define grayscale image steganalysis based on Fuzzy c-Means Clustering the objective of the formulated fuzzy problem is to construct two fuzzy clusters: cover image and stego image clusters. The second contribution is to use Histogram Characteristic Function (HCF) and calibrated HCF by downsampling detectors and propose a new detector called calibrated HCF by Haar wavelet. These detectors are exploited by the fuzzy clustering algorithm, as two feature set parameters, the first parameter is the first order moment (i.e. center of mass) and the second parameter is the first three moments to define the boundaries of the cover and stego image clusters.

Biographie de l'auteur

Rasha Abdulmajeed was born in Baghdad, Iraq in 1978. Received the B.Sc. and M.Sc. degrees in computer science from University of Baghdad, Iraq in 2011 and 2015, respectively.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659821020
ISBN 13 
9783659821028
Reliure
Broché
Nombre de pages
116
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne