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 |
| _version_ | 1811337199445082112 |
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| author | Ban A . Mitras Nada F. Hassan |
| author_facet | Ban A . Mitras Nada F. Hassan |
| author_sort | Ban A . Mitras |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-13T17:51:36Z |
| format | Article |
| id | doaj.art-863d76f7c46b43f79e0d1c1e66f43f52 |
| institution | Directory Open Access Journal |
| issn | 1680-855X 2664-2956 |
| language | Arabic |
| last_indexed | 2024-04-13T17:51:36Z |
| publishDate | 2013-12-01 |
| publisher | College of Computer Science and Mathematics, University of Mosul |
| record_format | Article |
| series | المجلة العراقية للعلوم الاحصائية |
| spelling | doaj.art-863d76f7c46b43f79e0d1c1e66f43f522022-12-22T02:36:40ZaraCollege of Computer Science and Mathematics, University of Mosulالمجلة العراقية للعلوم الاحصائية1680-855X2664-29562013-12-0113315016410.33899/iqjoss.2013.8129681296Using Hybird Genetic Algorithm In Audio SteganographyBan A . MitrasNada F. HassanIn 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.https://stats.mosuljournals.com/article_81296_c3c08376aa771b671f3f7040b509bf4e.pdf |
| spellingShingle | Ban A . Mitras Nada F. Hassan Using Hybird Genetic Algorithm In Audio Steganography المجلة العراقية للعلوم الاحصائية |
| title | Using Hybird Genetic Algorithm In Audio Steganography |
| title_full | Using Hybird Genetic Algorithm In Audio Steganography |
| title_fullStr | Using Hybird Genetic Algorithm In Audio Steganography |
| title_full_unstemmed | Using Hybird Genetic Algorithm In Audio Steganography |
| title_short | Using Hybird Genetic Algorithm In Audio Steganography |
| title_sort | using hybird genetic algorithm in audio steganography |
| url | https://stats.mosuljournals.com/article_81296_c3c08376aa771b671f3f7040b509bf4e.pdf |
| work_keys_str_mv | AT banamitras usinghybirdgeneticalgorithminaudiosteganography AT nadafhassan usinghybirdgeneticalgorithminaudiosteganography |