A Genetic-based Model for Text Steganalysis Approach

In this papcr, a consoliclated view of GA based model fion~th e perspective ofstegarlalysis t approach on text l>ascd envir-enment js presented. This paper proposes n fonnalixation of GA based model lhich means 1 hat any stego text pattern can be identified 011 ;in a~lalyzerlte xt. Three aspect...

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Main Author: Din, Roshidi
Format: Conference or Workshop Item
Published: 2013
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Online Access:http://repo.uum.edu.my/24532/
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Institution: Universiti Utara Malaysia
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spelling my.uum.repo.245322018-08-26T05:29:12Z http://repo.uum.edu.my/24532/ A Genetic-based Model for Text Steganalysis Approach Din, Roshidi Q Science (General) In this papcr, a consoliclated view of GA based model fion~th e perspective ofstegarlalysis t approach on text l>ascd envir-enment js presented. This paper proposes n fonnalixation of GA based model lhich means 1 hat any stego text pattern can be identified 011 ;in a~lalyzerlte xt. Three aspects such as time taken, average o T CCISf~i~ rlcito n and average of nleall and standard deviation have bee11 1 used to measure 111e pel-ibl+mancem etIlods between statistical ant! ~~roposeGdA based. Experiments ;: have shown that proposed GA based nletllod gets betier performance than statistical method, especialIy in detecting a s1101-t analyzed text. Thus, a finding sIlows that the prnposed GA based / niell~odo n analyzed text is promising. For f~rilrtherw ork, it is suggested that the accuracy rates of , dstection process on Inrger sizes of nnalyzcd tcxt through othcr intclligcnt 111elhods should b 2013 Conference or Workshop Item PeerReviewed Din, Roshidi (2013) A Genetic-based Model for Text Steganalysis Approach. In: International Conference on Advances in information technology, 27-28 Dec 2013, Jeju Island,Korea.
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
topic Q Science (General)
spellingShingle Q Science (General)
Din, Roshidi
A Genetic-based Model for Text Steganalysis Approach
description In this papcr, a consoliclated view of GA based model fion~th e perspective ofstegarlalysis t approach on text l>ascd envir-enment js presented. This paper proposes n fonnalixation of GA based model lhich means 1 hat any stego text pattern can be identified 011 ;in a~lalyzerlte xt. Three aspects such as time taken, average o T CCISf~i~ rlcito n and average of nleall and standard deviation have bee11 1 used to measure 111e pel-ibl+mancem etIlods between statistical ant! ~~roposeGdA based. Experiments ;: have shown that proposed GA based nletllod gets betier performance than statistical method, especialIy in detecting a s1101-t analyzed text. Thus, a finding sIlows that the prnposed GA based / niell~odo n analyzed text is promising. For f~rilrtherw ork, it is suggested that the accuracy rates of , dstection process on Inrger sizes of nnalyzcd tcxt through othcr intclligcnt 111elhods should b
format Conference or Workshop Item
author Din, Roshidi
author_facet Din, Roshidi
author_sort Din, Roshidi
title A Genetic-based Model for Text Steganalysis Approach
title_short A Genetic-based Model for Text Steganalysis Approach
title_full A Genetic-based Model for Text Steganalysis Approach
title_fullStr A Genetic-based Model for Text Steganalysis Approach
title_full_unstemmed A Genetic-based Model for Text Steganalysis Approach
title_sort genetic-based model for text steganalysis approach
publishDate 2013
url http://repo.uum.edu.my/24532/
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