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Machine learning in image steganalysis

Schaathun, Hans Georg.

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Machine learning in image steganalysis

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning in image steganalysis/ Hans Georg Schaathun.
Author:	Schaathun, Hans Georg.
Published:	Chichester, West Sussex, U.K. :John Wiley, : 2012.,
Description:	1 online resource (x, 284 p.) :ill.
[NT 15003449]:	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.
Subject:	Machine learning. -
Online resource:	http://onlinelibrary.wiley.com/book/10.1002/9781118437957
ISBN:	9781118437957 (electronic bk.)

Machine learning in image steganalysis
Schaathun, Hans Georg.

Machine learning in image steganalysis[electronic resource] /Hans Georg Schaathun. - Chichester, West Sussex, U.K. :John Wiley,2012. - 1 online resource (x, 284 p.) :ill.

Includes bibliographical references and index.

Steganography and Steganalysis --

"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"--

ISBN: 9781118437957 (electronic bk.)

Standard No.: 9786613916372

LCCN: 2012024649Subjects--Topical Terms:

533906
Machine learning.

LC Class. No.: Q325.5 / .S285 2012

Dewey Class. No.: 006.31

Machine learning in image steganalysis
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007 cr |||||||||||
008 151223s2012 njua ob 001 0 eng
010 $a 2012024649
020 $a 9781118437957 (electronic bk.)
020 $a 1118437950 (electronic bk.)
020 $a 9781118437964 (electronic bk.)
020 $a 1118437969 (electronic bk.)
020 $z 9780470663059
020 $a 0470663057
020 $z 9781118437988
020 $z 1118437985
020 $z 9781118438008
020 $z 1118438000
020 $z 0470663057
024 8 $a 9786613916372
035 $a (OCoLC)795645159 $z (OCoLC)809555684 $z (OCoLC)811732944 $z (OCoLC)812517233 $z (OCoLC)841331224
035 $a ocn795645159
040 $a DLC $b eng $c DLC $d YDX $d OCLCO $d DG1 $d CDX $d IDEBK $d COO $d YDXCP $d E7B $d EBLCP $d IEEEE $d ZMC $d N $d DEBSZ $d UMI $d B24X7 $d OCLCQ
050 1 0 $a Q325.5 $b .S285 2012
082 0 0 $a 006.31 $2 23
100 1 $a Schaathun, Hans Georg. $3 2147246
245 1 0 $a Machine learning in image steganalysis $h [electronic resource] / $c Hans Georg Schaathun.
260 $a Chichester, West Sussex, U.K. : $b John Wiley, $c 2012.
300 $a 1 online resource (x, 284 p.) : $b ill.
504 $a Includes bibliographical references and index.
505 0 0 $t Steganography and Steganalysis -- $t Getting Started with a Classifier -- $t Features. Histogram Analysis -- $t Bit-Plane Analysis -- $t More Spatial Domain Features -- $t The Wavelets Domain -- $t Steganalysis in the JPEG Domain -- $t Calibration Techniques -- $t Classifiers. Simulation and Evaluation -- $t Support Vector Machines -- $t Other Classification Algorithms -- $t Feature Selection and Evaluation -- $t The Steganalysis Problem -- $t Future of the Field.
505 0 $a 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.
520 $a "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"-- $c Provided by publisher.
588 $a Description based on online resource; title from digital title page (viewed Nov. 16, 2012).
650 0 $a Machine learning. $3 533906
650 0 $a Wavelets (Mathematics) $3 532597
650 0 $a Data encryption (Computer science) $3 579162
856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118437957