Secret data transmission using advanced steganography and image compression | ||
| International Journal of Nonlinear Analysis and Applications | ||
| دوره 12، Special Issue، اسفند 2021، صفحه 1243-1257 اصل مقاله (2.54 M) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22075/ijnaa.2021.5635 | ||
| نویسندگان | ||
| Digvijay Pandey* 1؛ Subodh Wairya1؛ Raghda Salam Al Mahdawi2؛ Saif Al-din M Najim3؛ Haitham Abbas Khalaf4؛ Shokhan M Al Barzinji3؛ Ahmed J Obaid5 | ||
| 1Department of Electronics Engineering, Institute of Engineering and Technology, Dr. A.P.J. Abdul Kalam Technical University, Lucknow, India | ||
| 2Department of Computer Engineering Collage of Engineering, University of Diyala: Baqubah, Diyala, Iraq | ||
| 3Department of Computer Science, College of Computer Science and Information Technology, University of Anbar, Ramadi, Iraq | ||
| 4College of Medicine, University of Anbar, Ramadi, Iraq | ||
| 5Faculty of Computer Science and Mathematics, University of Kufa, Iraq. | ||
| چکیده | ||
| Growing requirements for preservation as well as transportation of multi-media data have been a component of everyday routine throughout the last numerous decades. Multimedia data such as images and videos play a major role in creating an immersive experience. Data and information must be transmitted quickly and safely in today’s technologically advanced society, yet valuable data must be protected by unauthorised people. Throughout such work, a covert communication as well as textual data extraction approach relying on steganography and image compression is constructed by utilising a deep neural network. Using spatial steganography, the initial input textual image and cover image are all first pre-processed, and afterwards the covert text-based images are further separated and implanted into the least meaningful bit of the cover image picture element. Thereafter, stego- images are compressed to create an elevated quality image and to save storage capacity at the sender’s end. After all this, the receiver will receive this stego-image through a communication channel. Subsequently, steganography and compression are reversed at the receiver’s end. This work has a multitude of problems that make it a fascinating subject to embark on. Selecting the correct steganography and image compression method is by far the most important part of this work. The suggested method, which integrates both image-steganography and compaction, achieves better efficacy in relation to peak signal-to-noise. | ||
| کلیدواژهها | ||
| Image Compression؛ steganography؛ Data Transmission | ||
| مراجع | ||
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