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Blind JPEG Steganalysis Based on Correlations of DCT Cofficients in Multi-directions and Calibrations

2009 International Conference on Multimedia Information Networking and Security

Yong Wang
JiuFen Liu
WeiMing Zhang

Hubei, China
November 18-November 20
ISBN: 978-0-7695-3843-3
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Accession number:  20101012761279

Title:  Blind JPEG steganalysis based on correlations of DCT cofficients in multi-directions and calibrations

Authors:  Wang, Yong1 ; Liu, JiuFen1 ; Zhang, WeiMing1  

Author affiliation:  1  Department of Applied Mathematics, Institute of Information Science and Technology, Zhengzhou, China


Corresponding author:  Wang, Y. (creasynec@hotmail.com)  

Source title:  1st International Conference on Multimedia Information Networking and Security, MINES 2009

Abbreviated source title:  Int. Conf. Multimedia Inf. Networking Secur., MINES

Volume:  1

Monograph title:  1st International Conference on Multimedia Information Networking and Security, MINES 2009

Issue date:  2009

Publication year:  2009

Pages:  495-499

Article number:  5368437

Language:  English

ISBN-13:  9780769538433

Document type:  Conference article (CA)

Conference name:  1st International Conference on Multimedia Information Networking and Security, MINES 2009

Conference date:  November 17, 2009 - November 20, 2009

Conference location:  Hubei, China

Conference code:  79454

Sponsor:  IEEE Wuhan Section; IEEE Signal Processing Society Tainan Chapter

Publisher:  IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States

Abstract:  This paper presents a universal steganalysis scheme to detect popular JPEG steganography effectively. First, a new kind of transition probability matrix is constructed to describe correlations of the quantized DCT coefficients in the multi-directions. Second, by merging two different calibrations, a 96-dimensional feature vector is extracted, and then the SVM is trained to build the steganalyzer. The results of a series of experiments performed on 4 kinds of typical steganography in different embedding ratios show that the new method outperforms previous methods to make a more reliable blind detection for these typical stegangraphic methods. © 2009 IEEE.

Number of references:  12

Main heading:  Steganography

Controlled terms:  Calibration  -  Cosine transforms  -  Cryptography  -  Discrete cosine transforms  -  Mining

Uncontrolled terms:  Blind detection  -  Feature vectors  -  Multi-directions  -  Quantized DCT coefficients  -  Steganalysis  -  Transition probability matrix  -  Universal steganalysis

Classification code:  943 Mechanical and Miscellaneous Measuring Instruments  -  942 Electric and Electronic Measuring Instruments  -  941 Acoustical and Optical Measuring Instruments  -  921.3 Mathematical Transformations  -  902.2 Codes and Standards  -  944 Moisture, Pressure and Temperature, and Radiation Measuring Instruments  -  723.2 Data Processing and Image Processing  -  718 Telephone Systems and Related Technologies; Line Communications  -  717 Optical Communication  -  716 Telecommunication; Radar, Radio and Television  -  502.1 Mine and Quarry Operations  -  723 Computer Software, Data Handling and Applications

DOI:  10.1109/MINES.2009.135

Database:  Compendex

   Compilation and indexing terms, © 2009 Elsevier Inc.
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