Using Hybird Genetic Algorithm In Audio Steganography
In this paper, a proposed method for hiding secret data in audio file (.WAV) is introduced. Genetic algorithm has been hybridized with conjugate gradient algorithm which is one of the methods for solving nonlinear unconstrained minimization problem, the hybrid genetic algorithm is used to determine...
| Main Authors: | , |
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| Format: | Article |
| Language: | Arabic |
| Published: |
College of Computer Science and Mathematics, University of Mosul
2013-12-01
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| Series: | المجلة العراقية للعلوم الاحصائية |
| Online Access: | https://stats.mosuljournals.com/article_81296_c3c08376aa771b671f3f7040b509bf4e.pdf |
| Summary: | In this paper, a proposed method for hiding secret data in audio
file (.WAV) is introduced. Genetic algorithm has been hybridized with
conjugate gradient algorithm which is one of the methods for solving
nonlinear unconstrained minimization problem, the hybrid genetic
algorithm is used to determine the optimum positions for Least
significant bit (LSB) by substituting the least significant bit of each
sampling point with a binary message.
Numerical results for the proposed hybrid genetic algorithm on
three test function were reported and compared with the results of
genetic algorithm, also two measures were used such as BER (Bit Error
Rate) and MSE (Mean Square Error) in order to access the performance
of the proposed steganography method. |
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| ISSN: | 1680-855X 2664-2956 |