X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/canny.git/blobdiff_plain/70660073a3e38d00d230d6be415339e48cc23ead..bd2fce977129b24b117509715dada6f0c0a0f98a:/main.tex?ds=sidebyside diff --git a/main.tex b/main.tex index fcbcdbb..e82040e 100755 --- a/main.tex +++ b/main.tex @@ -1,120 +1,172 @@ -\documentclass[draft,journal]{IEEEtran} -\usepackage{subfig} +\documentclass[twocolumn]{svjour3} % twocolumn +\usepackage{epsfig,psfrag} +\usepackage{graphicx} \usepackage{color} +\usepackage{dsfont} +\usepackage{url} \usepackage{graphicx} +\usepackage{mathptmx,amsmath,amssymb,bm} +\usepackage{subfig} +\usepackage{color} +\usepackage{mathtools,etoolbox} +\usepackage{cite} +\usepackage{setspace} +\usepackage{lineno} + + +\begin{document} +%\doublespacing +%\linenumbers + + + + + + +\DeclarePairedDelimiter{\abs}{\lvert}{\rvert} % correct bad hyphenation here \hyphenation{op-tical net-works semi-conduc-tor} -\begin{document} -% -% paper title -% can use linebreaks \\ within to get better formatting as desired -\title{Bare Demo of IEEEtran.cls for Journals} -% -% -% author names and IEEE memberships -% note positions of commas and nonbreaking spaces ( ~ ) LaTeX will not break -% a structure at a ~ so this keeps an author's name from being broken across -% two lines. -% use \thanks{} to gain access to the first footnote area -% a separate \thanks must be used for each paragraph as LaTeX2e's \thanks -% was not built to handle multiple paragraphs -% - -\author{Jean-Fran\c cois Couchot, Raphael Couturier, and Christophe Guyeux* + + +\title{STABYLO: +STeganography with +Adaptive, Bbs, and binarY embedding at LOw cost} + +\author{Jean-Fran\c cois Couchot, Raphael Couturier, and Christophe Guyeux\thanks{Authors in alphabetic order}} + + +\institute{ Jean-Fran\c cois Couchot, Raphael Couturier, and Christophe Guyeux \at 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\\ + Computer Science Laboratory DISC, + University of Franche-Comt\'{e}, + Besan\c con, France. +\email{\{jean-francois.couchot, raphael.couturier, christophe.guyeux\}@univ-fcomte.fr} } + + +\date{Received: date / Accepted: date} + + + + + + + + + + \newcommand{\JFC}[1]{\begin{color}{green}\textit{#1}\end{color}} +\newcommand{\RC}[1]{\begin{color}{red}\textit{}\end{color}} +\newcommand{\CG}[1]{\begin{color}{blue}\textit{}\end{color}} % make the title area -%\maketitle -\begin{abstract} -%\boldmath -The abstract goes here. -\end{abstract} -\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} -\IEEEpeerreviewmaketitle -\section{Introduction} -\input{intro.tex} +\maketitle -\section{Analysis of Steganographic Approaches} -\input{analysis.tex} -This work considers digital images as covers and fondation is -spatial least significant-bit (LSB) replacement. -I this data hiding scheme a subset of all the LSB of the cover image is modified -with a secret bit stream depending on to a key, the cover, and the message to embed. -This well studied steganographic approach never decreases (resp. increases) -pixel with even value (resp. odd value) and may break structural symetry. -This structure modification is detectable by statistical approaches -and thus by steganalysis methods~\cite{Dumitrescu:2005:LSB:1073170.1073176,DBLP:conf/ih/2005,FK12}. +\begin{abstract} +A new steganographic method called STABYLO is introduced in +this research work. +Its main advantage is to be much lighter than the so-called +HUGO, WOW, and UNIWARD schemes, the state of the art +steganographic processes. +Additionally to this effectiveness, +quite comparable results through noise measures like PSNR-HVS-M +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} -random LSB selection: coarse, easily tractable, easilly detactable -feature-based : precise but time consuming -security need : message has to be encrypted before beeing introduced. Using efficient and secured cryptographic approach -LSBR: to coarse (apply hugo breaker on it) +\section{Introduction}\label{sec:intro} +\input{intro.tex} + -\section{Our Approach} +\section{Presentation of the Proposed Approach}\label{sec:ourapproach} \input{ourapproach.tex} -% Image Quality: Edge Image Steganography -% Security aspect: -% BBS-based cprotographic version of the message +\section{Complexity Analysis}\label{sub:complexity} +\input{complexity} -% Enlarging embeding efficiency: -% Syndrome treillis code +\section{Experiments}\label{sec:experiments} +\input{experiments} -\input{stc.tex} -\section{Conclusion} -The conclusion goes here. +\section{Conclusion}\label{sec:concl} -\appendices -\section{Proof of the First Zonklar Equation} -Appendix one text goes here. +The STABYLO algorithm, whose acronym means STeganography with +Adaptive, Bbs, and binarY embedding at LOw cost, has been introduced +in this document as an efficient method having comparable, though +somewhat smaller, security than well-known +steganographic schemes +HUGO, WOW, and UNIWARD. +This edge-based steganographic approach embeds a Canny +detection filter, the secure Blum-Blum-Shub cryptosystem +with its pseudorandom number generator, +together with Syndrome-Trellis Codes +for minimizing distortion. +The complexity study of our proposed method and of the +state of the art steganographic tools has shown that our approach +has the lowest computation cost among all. +This justifies the lightweight attribute of our scheme. +The evaluation of introduced noise measures +(namely, the PSNR, PSNR-HVS-M, and weighted PSNR), +and of its embedding through stegenalysers (namely Ensemble Classifier) +have shown that STABYLO is efficient enough to +produce qualitative images and +to face steganalysers. -% you can choose not to have a title for an appendix -% if you want by leaving the argument blank -\section{} -Appendix two text goes here. -% use section* for acknowledgement -\section*{Acknowledgment} -The authors would like to thank... -\bibliographystyle{plain} -\bibliography{biblio} +% 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. +Moreover, we plan to improve the distortion function by integrating +into a numerical cost the gradient value of this kind of +algorithm. We could thus transmit this value to STC contrary to the current +version where the distortion that is transmited is either 1 in +the adaptive strategy or 1,10, 100 in the fixed strategy. -\end{document} +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. + + +\bibliographystyle{spbasic} +\bibliography{abbrev,biblioand} + +\end{document}