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Lightweight Biomedical Image Encryption Approach

delete2023-01-01
delete15
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OA
AI
M
Manjit Kaur
A
Ahmad Ali AlZubi
D
Dilbag Singh
V
Vijay Kumar
H
Heung-No Lee *
DOI:10.1109/ACCESS.2023.3294570delete
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摘要

摘要

En 中文
This paper proposes a lightweight image encryption approach for medical Internet of Things (MIoT) networks using compressive sensing and a modified seven-dimensional (MSD) hyperchaotic map. Initially, 7D hyperchaotic map is modified to generate more secure and complex secret keys. SHA-512 is used to create the initial conditions for MSD, which ensures its sensitivity towards input images. Using nonsubsampled contourlet transform (NSCT), further improvements in the compressive sensing are achieved, and then the measurement matrices are generated using the secret keys obtained from MSD. Finally, to generate encrypted images, the diffusion and permutation are carried out row and column-wise on compressed images using secret keys obtained from MSD. The comparative analyses verify the performance of the proposed lightweight encryption approach in terms of robustness, security, and statistical analysis.
Keyword:
~Lightweight image encryption
Medical Internet of Things (MIoT)
compressive sensing
hyperchaotic map
modified seven-dimensional (MSD)
SHA-512
nonsubsampled contourlet transform (NSCT)
measurement matrices
diffusion
permutation
robustness
security
statistical analysis

期刊

IEEE Access 封面图
IEEE Access
IF:
3.6
论文数:
9.8W
被引数:
29.4W

机构

K
King Saud University
学者数:
3.4W
论文数: 3.8W
被引数: 815
N
New York University
学者数:
4.4W
论文数: 3.9W
被引数: 5.8W
N
national institute of technology (nit system)
学者数:
4.0W
论文数: 3.7W
被引数: 31
D
dr b r ambedkar national institute of technology jalandhar
学者数:
746
论文数: 821
被引数: 1
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