Lightweight encryption technique to enhance medical image security on internet of medical things applications

The importance of image security in the field of medical imaging is challenging. Several research works have been conducted to secure medical healthcare images. Encryption, not risking loss of data, is the right solution for image confidentiality. Due to data size limitations, redundancy, and capaci...

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Main Authors: Hasan, Mohammad Kamrul, Islam, Shayla, Sulaiman, Rossilawati, Khan, Sheroz, Hassan Abdalla Hashim, Aisha, Habib, Shabana, Islam, Mohammad, Alyahya, Saleh, Ahmed, Musse Mohamed, Kamil, Samar, Hassan, Md Arif
Format: Article
Language:English
English
Published: IEEE 2021
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Online Access:http://irep.iium.edu.my/108363/7/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image_SCOPUS.pdf
http://irep.iium.edu.my/108363/8/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image.pdf
http://irep.iium.edu.my/108363/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9361564
https://doi.org/10.1109/ACCESS.2021.3061710
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Institution: Universiti Islam Antarabangsa Malaysia
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spelling my.iium.irep.1083632023-11-28T00:54:40Z http://irep.iium.edu.my/108363/ Lightweight encryption technique to enhance medical image security on internet of medical things applications Hasan, Mohammad Kamrul Islam, Shayla Sulaiman, Rossilawati Khan, Sheroz Hassan Abdalla Hashim, Aisha Habib, Shabana Islam, Mohammad Alyahya, Saleh Ahmed, Musse Mohamed Kamil, Samar Hassan, Md Arif TK7885 Computer engineering The importance of image security in the field of medical imaging is challenging. Several research works have been conducted to secure medical healthcare images. Encryption, not risking loss of data, is the right solution for image confidentiality. Due to data size limitations, redundancy, and capacity, traditional encryption techniques cannot be applied directly to e-health data, especially when patient data are transferred over the open channels. Therefore, patients may lose the privacy of data contents since images are different from the text because of their two particular factors of loss of data and confidentiality. Researchers have identified such security threats and have proposed several image encryption techniques to mitigate the security problem. However, the study has found that the existing proposed techniques still face application-specific several security problems. Therefore, this paper presents an efficient, lightweight encryption algorithm to develop a secure image encryption technique for the healthcare industry. The proposed lightweight encryption technique employs two permutation techniques to secure medical images. The proposed technique is analyzed, evaluated, and then compared to conventionally encrypted ones in security and execution time. Numerous test images have been used to determine the performance of the proposed algorithm. Several experiments show that the proposed algorithm for image cryptosystems provides better efficiency than conventional techniques. IEEE 2021-02-24 Article PeerReviewed application/pdf en http://irep.iium.edu.my/108363/7/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/108363/8/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image.pdf Hasan, Mohammad Kamrul and Islam, Shayla and Sulaiman, Rossilawati and Khan, Sheroz and Hassan Abdalla Hashim, Aisha and Habib, Shabana and Islam, Mohammad and Alyahya, Saleh and Ahmed, Musse Mohamed and Kamil, Samar and Hassan, Md Arif (2021) Lightweight encryption technique to enhance medical image security on internet of medical things applications. IEEE Access, 9. pp. 47731-47742. ISSN 2169-3536 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9361564 https://doi.org/10.1109/ACCESS.2021.3061710
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TK7885 Computer engineering
spellingShingle TK7885 Computer engineering
Hasan, Mohammad Kamrul
Islam, Shayla
Sulaiman, Rossilawati
Khan, Sheroz
Hassan Abdalla Hashim, Aisha
Habib, Shabana
Islam, Mohammad
Alyahya, Saleh
Ahmed, Musse Mohamed
Kamil, Samar
Hassan, Md Arif
Lightweight encryption technique to enhance medical image security on internet of medical things applications
description The importance of image security in the field of medical imaging is challenging. Several research works have been conducted to secure medical healthcare images. Encryption, not risking loss of data, is the right solution for image confidentiality. Due to data size limitations, redundancy, and capacity, traditional encryption techniques cannot be applied directly to e-health data, especially when patient data are transferred over the open channels. Therefore, patients may lose the privacy of data contents since images are different from the text because of their two particular factors of loss of data and confidentiality. Researchers have identified such security threats and have proposed several image encryption techniques to mitigate the security problem. However, the study has found that the existing proposed techniques still face application-specific several security problems. Therefore, this paper presents an efficient, lightweight encryption algorithm to develop a secure image encryption technique for the healthcare industry. The proposed lightweight encryption technique employs two permutation techniques to secure medical images. The proposed technique is analyzed, evaluated, and then compared to conventionally encrypted ones in security and execution time. Numerous test images have been used to determine the performance of the proposed algorithm. Several experiments show that the proposed algorithm for image cryptosystems provides better efficiency than conventional techniques.
format Article
author Hasan, Mohammad Kamrul
Islam, Shayla
Sulaiman, Rossilawati
Khan, Sheroz
Hassan Abdalla Hashim, Aisha
Habib, Shabana
Islam, Mohammad
Alyahya, Saleh
Ahmed, Musse Mohamed
Kamil, Samar
Hassan, Md Arif
author_facet Hasan, Mohammad Kamrul
Islam, Shayla
Sulaiman, Rossilawati
Khan, Sheroz
Hassan Abdalla Hashim, Aisha
Habib, Shabana
Islam, Mohammad
Alyahya, Saleh
Ahmed, Musse Mohamed
Kamil, Samar
Hassan, Md Arif
author_sort Hasan, Mohammad Kamrul
title Lightweight encryption technique to enhance medical image security on internet of medical things applications
title_short Lightweight encryption technique to enhance medical image security on internet of medical things applications
title_full Lightweight encryption technique to enhance medical image security on internet of medical things applications
title_fullStr Lightweight encryption technique to enhance medical image security on internet of medical things applications
title_full_unstemmed Lightweight encryption technique to enhance medical image security on internet of medical things applications
title_sort lightweight encryption technique to enhance medical image security on internet of medical things applications
publisher IEEE
publishDate 2021
url http://irep.iium.edu.my/108363/7/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image_SCOPUS.pdf
http://irep.iium.edu.my/108363/8/108363_Lightweight%20encryption%20technique%20to%20enhance%20medical%20image.pdf
http://irep.iium.edu.my/108363/
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9361564
https://doi.org/10.1109/ACCESS.2021.3061710
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