Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps
Protecting patient privacy and medical records is a legal requirement. Traditional encryption methods fall short of handling the large volume of medical image data and their peculiar statistical properties. In this paper, we propose a generic medical image encryption framework based on a novel arran...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9181562/ |
| _version_ | 1818853400628953088 |
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| author | Saleh Ibrahim Hesham Alhumyani Mehedi Masud Sultan S. Alshamrani Omar Cheikhrouhou Ghulam Muhammad M. Shamim Hossain Alaa M. Abbas |
| author_facet | Saleh Ibrahim Hesham Alhumyani Mehedi Masud Sultan S. Alshamrani Omar Cheikhrouhou Ghulam Muhammad M. Shamim Hossain Alaa M. Abbas |
| author_sort | Saleh Ibrahim |
| collection | DOAJ |
| description | Protecting patient privacy and medical records is a legal requirement. Traditional encryption methods fall short of handling the large volume of medical image data and their peculiar statistical properties. In this paper, we propose a generic medical image encryption framework based on a novel arrangement of two very efficient constructs, dynamic substitution boxes (S-boxes) and chaotic maps. The arrangement of S-box substitution before and after chaotic substitution is shown to successfully resist chosen plaintext and chosen ciphertext attacks. Special precautions are taken to fend off the reset attack against pseudorandom number generators. We show how to implement the generic framework using any key-dependent dynamic S-box construction method and any chaotic map. Experimental results show that the proposed framework successfully passes all security tests regardless of the chaotic map used for implementation. Based on speed analysis, we recommend the use of the classical Baker map or Henon map to achieve encryption throughput approaching 90 MB/s on a modern PC without hardware acceleration. |
| first_indexed | 2024-12-19T07:36:13Z |
| format | Article |
| id | doaj.art-429d53c764d04a58b1c6157ec1f123b8 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T07:36:13Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-429d53c764d04a58b1c6157ec1f123b82022-12-21T20:30:35ZengIEEEIEEE Access2169-35362020-01-01816043316044910.1109/ACCESS.2020.30207469181562Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic MapsSaleh Ibrahim0https://orcid.org/0000-0002-7135-9366Hesham Alhumyani1Mehedi Masud2https://orcid.org/0000-0001-6019-7245Sultan S. Alshamrani3https://orcid.org/0000-0001-8194-9354Omar Cheikhrouhou4https://orcid.org/0000-0002-9898-3898Ghulam Muhammad5https://orcid.org/0000-0002-9781-3969M. Shamim Hossain6https://orcid.org/0000-0001-5906-9422Alaa M. Abbas7https://orcid.org/0000-0003-0929-161XDepartment of Electrical Engineering, College of Engineering, Taif University, Al-Hawiya, Saudi ArabiaCollege of Computer and Information Technology, Taif University, Al-Hawiya, Saudi ArabiaCollege of Computer and Information Technology, Taif University, Al-Hawiya, Saudi ArabiaCollege of Computer and Information Technology, Taif University, Al-Hawiya, Saudi ArabiaCollege of Computer and Information Technology, Taif University, Al-Hawiya, Saudi ArabiaDepartment of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi ArabiaDepartment of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi ArabiaDepartment of Electrical Engineering, College of Engineering, Taif University, Al-Hawiya, Saudi ArabiaProtecting patient privacy and medical records is a legal requirement. Traditional encryption methods fall short of handling the large volume of medical image data and their peculiar statistical properties. In this paper, we propose a generic medical image encryption framework based on a novel arrangement of two very efficient constructs, dynamic substitution boxes (S-boxes) and chaotic maps. The arrangement of S-box substitution before and after chaotic substitution is shown to successfully resist chosen plaintext and chosen ciphertext attacks. Special precautions are taken to fend off the reset attack against pseudorandom number generators. We show how to implement the generic framework using any key-dependent dynamic S-box construction method and any chaotic map. Experimental results show that the proposed framework successfully passes all security tests regardless of the chaotic map used for implementation. Based on speed analysis, we recommend the use of the classical Baker map or Henon map to achieve encryption throughput approaching 90 MB/s on a modern PC without hardware acceleration.https://ieeexplore.ieee.org/document/9181562/Bijective substitution boxchaotic mapimage encryption |
| spellingShingle | Saleh Ibrahim Hesham Alhumyani Mehedi Masud Sultan S. Alshamrani Omar Cheikhrouhou Ghulam Muhammad M. Shamim Hossain Alaa M. Abbas Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps IEEE Access Bijective substitution box chaotic map image encryption |
| title | Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps |
| title_full | Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps |
| title_fullStr | Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps |
| title_full_unstemmed | Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps |
| title_short | Framework for Efficient Medical Image Encryption Using Dynamic S-Boxes and Chaotic Maps |
| title_sort | framework for efficient medical image encryption using dynamic s boxes and chaotic maps |
| topic | Bijective substitution box chaotic map image encryption |
| url | https://ieeexplore.ieee.org/document/9181562/ |
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