A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique
The stegangraphic system supply premium secrecy and ability of conserving the mystery information from gaining stalked or cracked. The suggested method consists of three phases which are edge detection, embedding and extraction. This paper concentrated on three basic and significant parts which are...
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| Format: | Article |
| Language: | English |
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Sulaimani Polytechnic University
2022-10-01
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| Series: | Kurdistan Journal of Applied Research |
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| Online Access: | https://www.kjar.spu.edu.iq/index.php/kjar/article/view/762 |
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| author | Omar Y. Abdulhammed Pshtiwan J. Karim Dashne R. Arif Twana S. Ali Avin O. Abdalrahman Arkan A. Saffer |
| author_facet | Omar Y. Abdulhammed Pshtiwan J. Karim Dashne R. Arif Twana S. Ali Avin O. Abdalrahman Arkan A. Saffer |
| author_sort | Omar Y. Abdulhammed |
| collection | DOAJ |
| description | The stegangraphic system supply premium secrecy and ability of conserving the mystery information from gaining stalked or cracked. The suggested method consists of three phases which are edge detection, embedding and extraction. This paper concentrated on three basic and significant parts which are payload, quality, and security also introduces a new steganography method by using edge detection method and shark smell optimization to effectively hide data with in images. Firstly, to promote the hiding ability and to realize altitude standard of secrecy the mystery message is separated into four parts and the cover image is masked and also divided into four sections, then the edge detection algorithm and shark smell optimization is performed on each section respectively. Edge prospectors were utilized to produce edge pixels in every section to hide mystery message and attain the best payload. To increase security, the shark smell optimization is used to select the best pixels among edge pixels based on its nature in motion, then reflect these pixels above original carrier media. Finally the mystery message bits are hidden in the selected edge pixels by using lest significant bit technique. The experimental outcomes appreciated utilizing several image fitness appreciation fashion, it displays best hiding ability, achieve higher image quality with least standard of deformation and provide altitude standard of secrecy, also the results shows that the suggested method exceeds previous approaches in idioms of the PSNSR, MSE also demonstrate that the mystery information cannot be retrieved of the stego image without realizing the algorithms and the values of parameters that are used in hidden process
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| format | Article |
| id | doaj-art-d6a84f6e39574232864e117f589ac648 |
| institution | Kabale University |
| issn | 2411-7684 2411-7706 |
| language | English |
| publishDate | 2022-10-01 |
| publisher | Sulaimani Polytechnic University |
| record_format | Article |
| series | Kurdistan Journal of Applied Research |
| spelling | doaj-art-d6a84f6e39574232864e117f589ac6482025-02-11T21:00:09ZengSulaimani Polytechnic UniversityKurdistan Journal of Applied Research2411-76842411-77062022-10-017210.24017/Science.2022.2.2762A Secure Image Steganography Using Shark Smell Optimization and Edge Detection TechniqueOmar Y. Abdulhammed0Pshtiwan J. Karim1Dashne R. Arif2Twana S. Ali3Avin O. Abdalrahman4Arkan A. Saffer5Department of Computer Science College of Science University of Garmian Kalar, IraqDepartment of Computer Science College of Science University of Garmian Kalar, IraqComputer Center Sulaimani Technical Institute Sulaimani Polytechnic University Sulaymaniyah, IraqDepartment of Computer Science College of Science University of Sulaimani Sulaymaniyah, IraqDepartment of Civil Engineering College of Engineering University of Garmian Kalar, IraqDepartment of Information Technology Kalar Technical College Sulaimani Polytechnic University Kalar, IraqThe stegangraphic system supply premium secrecy and ability of conserving the mystery information from gaining stalked or cracked. The suggested method consists of three phases which are edge detection, embedding and extraction. This paper concentrated on three basic and significant parts which are payload, quality, and security also introduces a new steganography method by using edge detection method and shark smell optimization to effectively hide data with in images. Firstly, to promote the hiding ability and to realize altitude standard of secrecy the mystery message is separated into four parts and the cover image is masked and also divided into four sections, then the edge detection algorithm and shark smell optimization is performed on each section respectively. Edge prospectors were utilized to produce edge pixels in every section to hide mystery message and attain the best payload. To increase security, the shark smell optimization is used to select the best pixels among edge pixels based on its nature in motion, then reflect these pixels above original carrier media. Finally the mystery message bits are hidden in the selected edge pixels by using lest significant bit technique. The experimental outcomes appreciated utilizing several image fitness appreciation fashion, it displays best hiding ability, achieve higher image quality with least standard of deformation and provide altitude standard of secrecy, also the results shows that the suggested method exceeds previous approaches in idioms of the PSNSR, MSE also demonstrate that the mystery information cannot be retrieved of the stego image without realizing the algorithms and the values of parameters that are used in hidden process https://www.kjar.spu.edu.iq/index.php/kjar/article/view/762steganographysecuritypayloadshark smell optimizationedge detection |
| spellingShingle | Omar Y. Abdulhammed Pshtiwan J. Karim Dashne R. Arif Twana S. Ali Avin O. Abdalrahman Arkan A. Saffer A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique Kurdistan Journal of Applied Research steganography security payload shark smell optimization edge detection |
| title | A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique |
| title_full | A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique |
| title_fullStr | A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique |
| title_full_unstemmed | A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique |
| title_short | A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique |
| title_sort | secure image steganography using shark smell optimization and edge detection technique |
| topic | steganography security payload shark smell optimization edge detection |
| url | https://www.kjar.spu.edu.iq/index.php/kjar/article/view/762 |
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