Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model
In image steganography, the most popular and widely used techniques is the least significant bit (LSB) that hide data into a cover-image in a spatial and discrete cosine transform (DCT) domain as well.Beside the LSB technique, there is other technique that is also influential i.e support vector mach...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IOP Publishing
2018
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| Online Access: | https://repo.uum.edu.my/id/eprint/24370/1/JPCS%201018%202018%20012009%201%208.pdf |
| _version_ | 1803628708708220928 |
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| author | Hussain, Hanizan Shaker Din, Roshidi Idrus, Rusdi |
| author_facet | Hussain, Hanizan Shaker Din, Roshidi Idrus, Rusdi |
| author_sort | Hussain, Hanizan Shaker |
| collection | UUM |
| description | In image steganography, the most popular and widely used techniques is the least significant bit (LSB) that hide data into a cover-image in a spatial and discrete cosine transform (DCT) domain as well.Beside the LSB technique, there is other technique that is also influential i.e support vector machine (SVM) normally used to strengthen the embedding algorithm.Whatever techniques used in the image steganography field,the main purpose is to keep the existence of the secret-message secret.This paper designing the new model is
proposed called StegaSVM-Shifted LSB model in DCT domain to preserve the imperceptibility and increase the robustness of stego-images.The StegaSVM-Shifted LSB model that has been proposed that utilize HVS and embedding technique through Shifted LSB showed a good performance. |
| first_indexed | 2024-07-04T06:26:15Z |
| format | Article |
| id | uum-24370 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:26:15Z |
| publishDate | 2018 |
| publisher | IOP Publishing |
| record_format | dspace |
| spelling | uum-243702018-07-04T02:07:18Z https://repo.uum.edu.my/id/eprint/24370/ Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model Hussain, Hanizan Shaker Din, Roshidi Idrus, Rusdi QA75 Electronic computers. Computer science In image steganography, the most popular and widely used techniques is the least significant bit (LSB) that hide data into a cover-image in a spatial and discrete cosine transform (DCT) domain as well.Beside the LSB technique, there is other technique that is also influential i.e support vector machine (SVM) normally used to strengthen the embedding algorithm.Whatever techniques used in the image steganography field,the main purpose is to keep the existence of the secret-message secret.This paper designing the new model is proposed called StegaSVM-Shifted LSB model in DCT domain to preserve the imperceptibility and increase the robustness of stego-images.The StegaSVM-Shifted LSB model that has been proposed that utilize HVS and embedding technique through Shifted LSB showed a good performance. IOP Publishing 2018 Article PeerReviewed application/pdf en cc_by https://repo.uum.edu.my/id/eprint/24370/1/JPCS%201018%202018%20012009%201%208.pdf Hussain, Hanizan Shaker and Din, Roshidi and Idrus, Rusdi (2018) Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model. Journal of Physics: Conference Series, 1018. pp. 1-8. ISSN 1742-6588 http://doi.org/10.1088/1742-6596/1018/1/012009 doi:10.1088/1742-6596/1018/1/012009 doi:10.1088/1742-6596/1018/1/012009 |
| spellingShingle | QA75 Electronic computers. Computer science Hussain, Hanizan Shaker Din, Roshidi Idrus, Rusdi Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title | Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title_full | Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title_fullStr | Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title_full_unstemmed | Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title_short | Preserve Imperceptibility and Robustness Performance on Steganography Technique based on StegaSVM-Shifted LBS Model |
| title_sort | preserve imperceptibility and robustness performance on steganography technique based on stegasvm shifted lbs model |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/24370/1/JPCS%201018%202018%20012009%201%208.pdf |
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