LSB algorithm based on support vector machine in digital image steganography
The importance of information security in protecting data and information has increased due to the increased use of computers and the Internet. It similar with the one of exciting subfields of information security called information hiding. Information hiding is a technology where the secret-message...
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| Format: | Article |
| Language: | English |
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UTEM
2017
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| Online Access: | http://eprints.uthm.edu.my/4859/ http://eprints.uthm.edu.my/4859/1/AJ%202017%20%28678%29.pdf |
| _version_ | 1848888399590588416 |
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| author | Hussain, Hanizan Shaker Din, Roshidi Mustapha, Aida Mansor, Fawwaz Zamir |
| author_facet | Hussain, Hanizan Shaker Din, Roshidi Mustapha, Aida Mansor, Fawwaz Zamir |
| author_sort | Hussain, Hanizan Shaker |
| building | UTHM Institutional Repository |
| collection | Online Access |
| description | The importance of information security in protecting data and information has increased due to the increased use of computers and the Internet. It similar with the one of exciting subfields of information security called information hiding. Information hiding is a technology where the secret-messages are hidden inside other files (e.g image files). One of the areas that are popular now applying this technology is digital image steganography (image steganography). In this paper proposed StegaSVM-Shifted LSB model that has been proposed that utilize HVS and embedding technique through Shifted LSB showed a good performance. This can be seen when PSNR record high value, where it displays a good quality cover-image. |
| first_indexed | 2025-11-15T20:09:40Z |
| format | Article |
| id | uthm-4859 |
| institution | Universiti Tun Hussein Onn Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:09:40Z |
| publishDate | 2017 |
| publisher | UTEM |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uthm-48592021-12-21T08:17:04Z http://eprints.uthm.edu.my/4859/ LSB algorithm based on support vector machine in digital image steganography Hussain, Hanizan Shaker Din, Roshidi Mustapha, Aida Mansor, Fawwaz Zamir Q Science (General) TA1501-1820 Applied optics. Photonics The importance of information security in protecting data and information has increased due to the increased use of computers and the Internet. It similar with the one of exciting subfields of information security called information hiding. Information hiding is a technology where the secret-messages are hidden inside other files (e.g image files). One of the areas that are popular now applying this technology is digital image steganography (image steganography). In this paper proposed StegaSVM-Shifted LSB model that has been proposed that utilize HVS and embedding technique through Shifted LSB showed a good performance. This can be seen when PSNR record high value, where it displays a good quality cover-image. UTEM 2017 Article PeerReviewed text en http://eprints.uthm.edu.my/4859/1/AJ%202017%20%28678%29.pdf Hussain, Hanizan Shaker and Din, Roshidi and Mustapha, Aida and Mansor, Fawwaz Zamir (2017) LSB algorithm based on support vector machine in digital image steganography. Journal of Telecommunication, Electronic and Computer Engineering, 9 (2-12). pp. 13-18. ISSN 2289-8131 |
| spellingShingle | Q Science (General) TA1501-1820 Applied optics. Photonics Hussain, Hanizan Shaker Din, Roshidi Mustapha, Aida Mansor, Fawwaz Zamir LSB algorithm based on support vector machine in digital image steganography |
| title | LSB algorithm based on support vector machine in digital image steganography |
| title_full | LSB algorithm based on support vector machine in digital image steganography |
| title_fullStr | LSB algorithm based on support vector machine in digital image steganography |
| title_full_unstemmed | LSB algorithm based on support vector machine in digital image steganography |
| title_short | LSB algorithm based on support vector machine in digital image steganography |
| title_sort | lsb algorithm based on support vector machine in digital image steganography |
| topic | Q Science (General) TA1501-1820 Applied optics. Photonics |
| url | http://eprints.uthm.edu.my/4859/ http://eprints.uthm.edu.my/4859/1/AJ%202017%20%28678%29.pdf |