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-\usepackage{url}
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+\DeclarePairedDelimiter{\abs}{\lvert}{\rvert}
% correct bad hyphenation here
\hyphenation{op-tical net-works semi-conduc-tor}
-\begin{document}
+
+
+
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+
+
\title{STABYLO:
a lightweight %stego-secure
edge-based steganographic approach}
+
+
+
+
+
+\linenumbers
+
+
\author{Jean-Fran\c cois Couchot, Raphael Couturier, and Christophe Guyeux*\\
+ $*:$ Authors in alphabetic order.\\
FEMTO-ST Institute, UMR 6174 CNRS\\
Computer Science Laboratory DISC,
University of Franche-Comt\'{e},
- Besan\c con, France.\\
- \{jean-francois.couchot, raphael.couturier, christophe.guyeux\}@femto-st.fr\\
- $*:$ Authors in alphabetic order.\\
+ Besan\c con, France.
}
+%\authorrunning{J.-F. Couchot, R. Couturier, and C. Guyeux}
+
+%\mail{jean-francois.couchot@femto-st.fr}
+
\newcommand{\JFC}[1]{\begin{color}{green}\textit{#1}\end{color}}
-\newcommand{\RC}[1]{\begin{color}{red}\textit{#1}\end{color}}
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% make the title area
-\maketitle
-\begin{IEEEkeywords}
%IEEEtran, journal, \LaTeX, paper, template.
-Steganography, least-significant-bit (LSB)-based steganography, edge detection, Canny filter, security, syndrome treillis code.
-\end{IEEEkeywords}
+%\keywords{Steganography, least-significant-bit (LSB)-based steganography, edge detection, Canny filter, security, syndrome trellis codes}
+
+
+
+
+
+
+\begin{document}
+
+\maketitle
+
+\doublespacing
\begin{abstract}
-A novel steganographic method called STABYLO is introduced in this research work.
-Its main reason for being is to be much lighter than the so-called
-Highly Undetectable steGO (HUGO) method, a well known state of the art
-steganographic process. Additionally to this effectiveness,
+A novel steganographic method called STABYLO is introduced in
+this research work.
+Its main advantage is to be much lighter than the so-called
+Highly Undetectable steGO (HUGO) scheme, a well-known state of the art
+steganographic process in the spatial domain.
+Additionally to this effectiveness,
quite comparable results through noise measures like PSNR-HVS-M,
-BIQI, and weighted PSNR (wPSNR) are obtained.
-To achieve the proposed goal, famous experimented components of signal processing,
+and weighted PSNR (wPSNR) are obtained.
+To achieve the proposed goal, famous experimented
+components of signal processing,
coding theory, and cryptography are combined together, leading to
a scheme that can reasonably face up-to-date steganalysers.
\end{abstract}
-\IEEEpeerreviewmaketitle
-
\section{Introduction}\label{sec:intro}
\section{Conclusion}\label{sec:concl}
The STABYLO algorithm, whose acronym means STeganography
-with Canny, Bbs, binarY embedding at LOw cost, has been introduced
+with cAnny, Bbs, binarY embedding at LOw cost, has been introduced
in this document as an efficient method having comparable, though
-somewhat smaller, security than the well known
+somewhat smaller, security than the well-known
Highly Undetectable steGO (HUGO) steganographic scheme.
This edge-based steganographic approach embeds a Canny
detection filter, the Blum-Blum-Shub cryptographically secure
-pseudorandom number generator, together with Syndrome-Treillis Codes
+pseudorandom number generator, together with Syndrome-Trellis Codes
for minimizing distortion.
After having introduced with details the proposed method,
we have evaluated it through noise measures (namely, the PSNR, PSNR-HVS-M,
-BIQI, and weighted PSNR) and using well established steganalysers.
+BIQI, and weighted PSNR) and we have used well-established steganalysers.
+
+% Of course, other detectors like the fuzzy edge methods
+% deserve much further attention, which is why we intend
+% to investigate systematically all of these detectors in our next work.
+
+
+
For future work, the authors' intention is to investigate systematically
all the existing edge detection methods, to see if the STABYLO evaluation scores can
-be improved by replacing Canny with another edge filter. We will try
-to take into account the least significant bits too during all the
-stages of the algorithm, hoping by doing so to be more close to the HUGO scores against
-steganalyzers. Other steganalyzers than the ones used in this document will be
-regarded for the sake of completeness. Finally, the
+be improved by replacing Canny with another edge filter.
+% We will try
+% to take into account the least significant bits too during all the
+% stages of the algorithm, hoping by doing so to be closer to the HUGO scores against
+% steganalyzers.
+Other steganalysers than the ones used in this document will be
+examined for the sake of completeness. Finally, the
systematic replacement of all the LSBs of edges by binary digits provided
by the BBS generator will be investigated, and the consequences of such a
replacement, in terms of security, will be discussed.
+Furthermore, we plan to investigate information hiding on other models, such as high frequency for JPEG encoding.
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