Abstract
Over the past two decades, there has been a substantial increase in the use of the Internet of Medical Things (IoMT). In the smart healthcare setting, patients’ data can be quickly collected, stored and processed through insecure medium such as the internet or cloud computing. To address this issue, researchers have developed a range of encryption algorithms to protect medical image data, however these remain vulnerable to brute force and differential cryptanalysis attacks by eavesdroppers. In this study, we propose an efficient approach to enhance the security of medical image transmission by transforming the ciphertext image into a visually meaningful image. The proposed algorithm uses a 3D hyperchaotic system to generate three chaotic sequences for permutation and diffusion, followed by the application of a substitution box (S Box) to increase redundancy. Additionally, the proposed study employed discrete wavelet transform (DWT) to transform ciphertext image into a visually meaningful image. This final image is not only secure but also improves its resistance to cyberattacks. The proposed encryption model demonstrates strong security performance, with key metrics including Unified Average Changing Intensity (UACI) of 36.17% and Number of Pixels Change Rate (NPCR) of 99.57%, highlighting its effectiveness in ensuring secure medical image transmission.
| Original language | English |
|---|---|
| Title of host publication | Global Healthcare Transformation in the Era of Artificial Intelligence and Informatics |
| Editors | John Mantas, Arie Hasman, Parisis Gallos, Emmanouil Zoulias, Konstantinos Karitis |
| Publisher | IOS Press |
| Pages | 268-272 |
| Number of pages | 5 |
| ISBN (Electronic) | 9781643686004 |
| DOIs | |
| Publication status | Published - 26 Jun 2025 |
| Event | 23rd Annual International Conference on Informatics, Management, and Technology in Healthcare, ICIMTH 2025 - Athens, Greece Duration: 4 Jul 2025 → 6 Jul 2025 |
Publication series
| Name | Studies in Health Technology and Informatics |
|---|---|
| Volume | 328 |
| ISSN (Print) | 0926-9630 |
| ISSN (Electronic) | 1879-8365 |
Conference
| Conference | 23rd Annual International Conference on Informatics, Management, and Technology in Healthcare, ICIMTH 2025 |
|---|---|
| Country/Territory | Greece |
| City | Athens |
| Period | 4/07/25 → 6/07/25 |
Bibliographical note
Publisher Copyright:© 2025 The Authors.
Keywords
- Chaos Theory
- Cryptography
- Discrete Wavelet Transforms
- Encryption
- IoMT
ASJC Scopus subject areas
- Biomedical Engineering
- Health Informatics
- Health Information Management
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INSAFEDARE: INNOVATIVE APPLICATIONS OF ASSESSMENT AND ASSURANCE OF DATA AND SYNTHETIC DATA FOR REGULATORY DECISION SUPPORT
Arvanitis, T. (Principal Investigator)
UKRI Horizon Europe Underwriting Innovate UK
1/11/23 → 31/10/26
Project: Other Government Departments
-
MEDSECURANCE - Advanced Security-for-safety Assurance for Medical Device IoT
Arvanitis, T. (Principal Investigator)
UKRI Horizon Europe Underwriting Innovate UK
1/01/23 → 31/12/25
Project: Other Government Departments
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