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A Novel Technique of Steganalysis in Uncompressed Image through Zipf’s Law

by Laimeche Lakhdar, Hayet Farida Merouani
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 40 - Number 6
Year of Publication: 2012
Authors: Laimeche Lakhdar, Hayet Farida Merouani
10.5120/4957-7211

Laimeche Lakhdar, Hayet Farida Merouani . A Novel Technique of Steganalysis in Uncompressed Image through Zipf’s Law. International Journal of Computer Applications. 40, 6 ( February 2012), 1-8. DOI=10.5120/4957-7211

@article{ 10.5120/4957-7211,
author = { Laimeche Lakhdar, Hayet Farida Merouani },
title = { A Novel Technique of Steganalysis in Uncompressed Image through Zipf’s Law },
journal = { International Journal of Computer Applications },
issue_date = { February 2012 },
volume = { 40 },
number = { 6 },
month = { February },
year = { 2012 },
issn = { 0975-8887 },
pages = { 1-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume40/number6/4957-7211/ },
doi = { 10.5120/4957-7211 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:27:20.809398+05:30
%A Laimeche Lakhdar
%A Hayet Farida Merouani
%T A Novel Technique of Steganalysis in Uncompressed Image through Zipf’s Law
%J International Journal of Computer Applications
%@ 0975-8887
%V 40
%N 6
%P 1-8
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, we present a Novel method to detect the existence of hidden message in LSB steganography. The key element of the proposed method is the power Law: Zipf’s law.The detection theory is based on statistical analysis of pixel patterns using a Zipfness measure between successive bit planes. The basic idea is that, the correlation between bit planes as well as the binary texture characteristics within the bit planes will differ between a stego image and a cover image. The seventh and eighth bit planes, and possibly others, are used to calculate the Zipf Quality (ZQ) measure. The proposed technique does not need a reference image and it works with spatial transform-domain embedding. The method is similar to steganalysis in [12]; it exploits Binary Similarity measures of images to reveal the presence of steganographic content.

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Index Terms

Computer Science
Information Sciences

Keywords

Information hiding Steganography LSB insertion Steganalysis Zipf’s Law Zipf Quality

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