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Machine learning in image steganalysis

Schaathun, Hans Georg.

Machine learning in image steganalysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning in image steganalysisHans Georg Schaathun.
作者:	Schaathun, Hans Georg.
出版者:	Chichester, West Sussex, U.K. :John Wiley,2012.
面頁冊數:	1 online resource (x, 284 p.) :ill.
標題:	Machine learning.
電子資源:	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:

188639
Machine learning.

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

Dewey Class. No.: 006.31

Machine learning in image steganalysis
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020 $a 1118437969 (electronic bk.)
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020 $z 1118437985
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050 1 0 $a Q325.5 $b .S285 2012
082 0 0 $a 006.31 $2 23
100 1 $a Schaathun, Hans Georg. $3 721403
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 188639
650 0 $a Wavelets (Mathematics) $3 182734
650 0 $a Data encryption (Computer science) $3 184520
856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118437957