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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Bibliographic Details
Main Author: Din, Roshidi
Format: Conference or Workshop Item
Published: 2013
Subjects:
Online Access:http://repo.uum.edu.my/24532/
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Institution: Universiti Utara Malaysia
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Summary: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