A New Data Coding Algorithm for Secure Communication of Image
This paper proposes a new entropy-sensitive based data coding algorithm for the secure communication of image information between transceiver systems. The proposed algorithm utilizes chaos theory and the image information content of the reference image to create sensitivity on the decoding side for...
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| Format: | Article |
| Language: | English |
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Akif AKGUL
2024-11-01
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| Series: | Chaos Theory and Applications |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/4077134 |
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| _version_ | 1832590404952784896 |
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| author | Hidayet Oğraş |
| author_facet | Hidayet Oğraş |
| author_sort | Hidayet Oğraş |
| collection | DOAJ |
| description | This paper proposes a new entropy-sensitive based data coding algorithm for the secure communication of image information between transceiver systems. The proposed algorithm utilizes chaos theory and the image information content of the reference image to create sensitivity on the decoding side for a high level of secrecy. It successfully recovers secret images at the receiver’s side using secret code series derived from both the secret and reference images, instead of direct transmission of secret image. The image information can be retrieved only through the same reference image, the same system parameters and identical code series using the proper decoding technique at the receiver. Quantitative results indicate that the average coding time for 128x128 images is approximately 0.27 seconds, while the extraction time averages 0.19 seconds, yielding impressive rates of 0.487 Mbps and 0.677 Mbps, respectively. Moreover, according to qualitative results, even a single-bit change in the reference image leads to a complete inability to decode the secret image, highlighting the robustness and security of the algorithm. Experimental results on various images show that the proposed algorithm is reliable, fast and effective in securing confidential image information. |
| format | Article |
| id | doaj-art-8412ae25662443da99e657c83168ea4e |
| institution | Kabale University |
| issn | 2687-4539 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | Akif AKGUL |
| record_format | Article |
| series | Chaos Theory and Applications |
| spelling | doaj-art-8412ae25662443da99e657c83168ea4e2025-01-23T18:18:48ZengAkif AKGULChaos Theory and Applications2687-45392024-11-016428429310.51537/chaos.15176881971A New Data Coding Algorithm for Secure Communication of ImageHidayet Oğraş0https://orcid.org/0000-0001-9624-7400BATMAN ÜNİVERSİTESİ, BATMAN MESLEK YÜKSEKOKULUThis paper proposes a new entropy-sensitive based data coding algorithm for the secure communication of image information between transceiver systems. The proposed algorithm utilizes chaos theory and the image information content of the reference image to create sensitivity on the decoding side for a high level of secrecy. It successfully recovers secret images at the receiver’s side using secret code series derived from both the secret and reference images, instead of direct transmission of secret image. The image information can be retrieved only through the same reference image, the same system parameters and identical code series using the proper decoding technique at the receiver. Quantitative results indicate that the average coding time for 128x128 images is approximately 0.27 seconds, while the extraction time averages 0.19 seconds, yielding impressive rates of 0.487 Mbps and 0.677 Mbps, respectively. Moreover, according to qualitative results, even a single-bit change in the reference image leads to a complete inability to decode the secret image, highlighting the robustness and security of the algorithm. Experimental results on various images show that the proposed algorithm is reliable, fast and effective in securing confidential image information.https://dergipark.org.tr/en/download/article-file/4077134chaoslogistic mapdata codingimage entropy |
| spellingShingle | Hidayet Oğraş A New Data Coding Algorithm for Secure Communication of Image Chaos Theory and Applications chaos logistic map data coding image entropy |
| title | A New Data Coding Algorithm for Secure Communication of Image |
| title_full | A New Data Coding Algorithm for Secure Communication of Image |
| title_fullStr | A New Data Coding Algorithm for Secure Communication of Image |
| title_full_unstemmed | A New Data Coding Algorithm for Secure Communication of Image |
| title_short | A New Data Coding Algorithm for Secure Communication of Image |
| title_sort | new data coding algorithm for secure communication of image |
| topic | chaos logistic map data coding image entropy |
| url | https://dergipark.org.tr/en/download/article-file/4077134 |
| work_keys_str_mv | AT hidayetogras anewdatacodingalgorithmforsecurecommunicationofimage AT hidayetogras newdatacodingalgorithmforsecurecommunicationofimage |