A Cover Image Model For Reliable Steganalysis

This paper investigates reliable steganalysis of natural cover images using a local non-linear parametric model. In the framework of hypothesis testing theory, the use of the model permits to warrant predictable results under false alarm constraint.

[1]  Andrew D. Ker.  A Capacity Result for Batch Steganography , 2007, IEEE Signal Processing Letters.

[2]  Phil Sallee,et al.  Model-Based Methods For Steganography And Steganalysis , 2005, Int. J. Image Graph..

[3]  G. Seber,et al.  Nonlinear Regression: Seber/Nonlinear Regression , 2005 .

[4]  Andreas Pfitzmann,et al.  Attacks on Steganographic Systems , 1999, Information Hiding.

[5]  Jessica J. Fridrich,et al.  On estimation of secret message length in LSB steganography in spatial domain , 2004, IS&T/SPIE Electronic Imaging.

[6]  B. S. Manjunath,et al.  Detection of hiding in the least significant bit , 2004, IEEE Transactions on Signal Processing.

[7]  Ying Wang,et al.  Steganalysis of block-DCT image steganography , 2003, IEEE Workshop on Statistical Signal Processing, 2003.

[8]  Rainer Böhme,et al.  Advanced Statistical Steganalysis , 2010, Information Security and Cryptography.

[9]  Rainer Böhme,et al.  Assessment of Steganalytic Methods Using Multiple Regression Models , 2005, Information Hiding.

[10]  Wei Liu,et al.  Testing Statistical Hypotheses of Equivalence and Noninferiority, 2nd edn by Stefan Wellek , 2011 .

[11]  J. Goodman.  Introduction to Fourier optics , 1969 .

[12]  Gerald Schaefer,et al.  UCID: an uncompressed color image database , 2003, IS&T/SPIE Electronic Imaging.

[13]  D. Mumford,et al.  Optimal approximations by piecewise smooth functions and associated variational problems , 1989 .

[14]  Andrew D. Ker.  Locating steganographic payload via ws residuals , 2008, MM&Sec '08.

[15]  Florent Retraint,et al.  Statistical Decision Methods in Hidden Information Detection , 2011, Information Hiding.

[16]  E. Lehmann.  Testing Statistical Hypotheses , 1960 .

[17]  Ying Wang,et al.  Statistical modeling and steganalysis of DFT-based image steganography , 2006, Electronic Imaging.

[18]  Rainer Böhme,et al.  Revisiting weighted stego-image steganalysis , 2008, Electronic Imaging.

[19]  Jessica Fridrich,et al.  Steganography in Digital Media: References , 2009 .

[20]  Jessica J. Fridrich,et al.  Detecting LSB Steganography in Color and Gray-Scale Images , 2001, IEEE Multim..

[21]  Rainer Bhme.  Advanced Statistical Steganalysis , 2010 .

[22]  Carlo Bruni,et al.  Identification of discontinuities in blurred noisy signals , 1997 .

[23]  Jessica J. Fridrich,et al.  Reliable detection of LSB steganography in color and grayscale images , 2001, MM&Sec '01.

[24]  Andrej Pázman,et al.  Nonlinear Regression , 2019, Handbook of Regression Analysis With Applications in R.