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Fitness value based evolution algorithm approach for text steganalysis model


Din, Roshidi and Samsudin, Azman and Tuan Muda, Tuan Zalizam and Lertkrai, P. and Amphawan, Angela and Omar, Mohd Nizam (2013) Fitness value based evolution algorithm approach for text steganalysis model. International Journal of Mathematical Models and Methods in Applied Sciences, 7 (5). pp. 551-558. ISSN 2231-2803

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Abstract

In this paper, we present a new alternative method for text steganalysis based on an evolution algorithm, implemented using the Java Evolution Algorithms Package (JEAP).The main objective of this paper is to detect the existence of hidden messages ased on fitness values of a text description.It is found that the detection performance has been influenced by two groups of fitness values which are good fitness value and bad fitness value. This paper provides a valuable insight into the development and enhancement of the text steganalysis domain.

Item Type: Article
Uncontrolled Keywords: Text steganalysis, Natural language steganalysis, Evolution algorithm, Fitness values.
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Mr. Roshidi Din
Date Deposited: 02 Apr 2014 08:47
Last Modified: 02 Apr 2014 08:47
URI: http://repo.uum.edu.my/id/eprint/10144

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