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Machine Learning in Image Steganalysis
book

Machine Learning in Image Steganalysis

by Hans Georg Schaathun
October 2012
Intermediate to advanced
304 pages
8h 22m
English
Wiley-IEEE Press
Content preview from Machine Learning in Image Steganalysis

Index

2-D adjacency histogram

χ2 attack

χ2 test

± 1 embedding

AC coefficients

AC-10

AC-4

accuracy

adjacency HCF-COM

AI, see artificial intelligence

ALE features

first-order

second-order

ALE-10

amplitude of local extrema

analysis filter bank

analysis of variance

angular correlation

ANOVA, see analysis of variance

area under the curve

artifact

artificial intelligence

asset

asymmetry

AUC, see area under the curve

authentication

image authentication

autocorrelation

autocorrelation matrix

availability

bandwidth

batch steganography

Bayes' law

Bayesian statistics

Bernoulli trial

binary similarity measures

binning

binomial distribution

bit plane

blockiness attack

blockiness features

boosting feature selection

bootstrap method

boundary hyperplanes

broadcast monitoring

calibrated feature

difference

ratio

calibration

JPEG

capacity

of F5

capturing device

Cartesian calibrated feature

Cartesian calibration

Cartesian product

central moment

centre of mass

multi-dimensional

characteristic function

chrominance

cipher text

ciphers

class skew

classification

classification score

classifier

classifier system

cluster analysis, see also clustering

clustering

coin toss

colour palette

conditional probability features

confidence interval

confidentiality

confusion matrix

convolution

Convolution Theorem

co-occurrence features

co-occurrence matrix

of JPEG matrix

correlation coefficient

cover

cover estimate

cover selection

cover-source mismatch

crosscorrelation

cross-validation

cryptography

curse of dimensionality ...

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Publisher Resources

ISBN: 9781118437988