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Secure Patient Data Transfer Using Information Embedding and Hyperchaos

Health 4.0 is an extension of the Industry standard 4.0 which is aimed at the virtualization of health-care services. It employs core technologies and services for integrated management of electronic health records (EHRs), captured through various sensors. The EHR is processed and transmitted to dis...

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Autores principales: Aljuaid, Hanan, Parah, Shabir A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795495/
https://www.ncbi.nlm.nih.gov/pubmed/33406623
http://dx.doi.org/10.3390/s21010282
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author Aljuaid, Hanan
Parah, Shabir A.
author_facet Aljuaid, Hanan
Parah, Shabir A.
author_sort Aljuaid, Hanan
collection PubMed
description Health 4.0 is an extension of the Industry standard 4.0 which is aimed at the virtualization of health-care services. It employs core technologies and services for integrated management of electronic health records (EHRs), captured through various sensors. The EHR is processed and transmitted to distant experts for better diagnosis and improved healthcare delivery. However, for the successful implementation of Heath 4.0 many challenges do exist. One of the critical issues that needs attention is the security of EHRs in smart health systems. In this work, we have developed a new interpolation scheme capable of providing better quality cover media and supporting reversible EHR embedding. The scheme provides a double layer of security to the EHR by firstly using hyperchaos to encrypt the EHR. The encrypted EHR is reversibly embedded in the cover images produced by the proposed interpolation scheme. The proposed interpolation module has been found to provide better quality interpolated images. The proposed system provides an average peak signal to noise ratio (PSNR) of 52.38 dB for a high payload of 0.75 bits per pixel. In addition to embedding EHR, a fragile watermark (WM) is also encrypted using the hyperchaos embedded into the cover image for tamper detection and authentication of the received EHR. Experimental investigations reveal that our scheme provides improved performance for high contrast medical images (MI) when compared to various techniques for evaluation parameters like imperceptibility, reversibility, payload, and computational complexity. Given the attributes of the scheme, it can be used for enhancing the security of EHR in health 4.0.
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spelling pubmed-77954952021-01-10 Secure Patient Data Transfer Using Information Embedding and Hyperchaos Aljuaid, Hanan Parah, Shabir A. Sensors (Basel) Article Health 4.0 is an extension of the Industry standard 4.0 which is aimed at the virtualization of health-care services. It employs core technologies and services for integrated management of electronic health records (EHRs), captured through various sensors. The EHR is processed and transmitted to distant experts for better diagnosis and improved healthcare delivery. However, for the successful implementation of Heath 4.0 many challenges do exist. One of the critical issues that needs attention is the security of EHRs in smart health systems. In this work, we have developed a new interpolation scheme capable of providing better quality cover media and supporting reversible EHR embedding. The scheme provides a double layer of security to the EHR by firstly using hyperchaos to encrypt the EHR. The encrypted EHR is reversibly embedded in the cover images produced by the proposed interpolation scheme. The proposed interpolation module has been found to provide better quality interpolated images. The proposed system provides an average peak signal to noise ratio (PSNR) of 52.38 dB for a high payload of 0.75 bits per pixel. In addition to embedding EHR, a fragile watermark (WM) is also encrypted using the hyperchaos embedded into the cover image for tamper detection and authentication of the received EHR. Experimental investigations reveal that our scheme provides improved performance for high contrast medical images (MI) when compared to various techniques for evaluation parameters like imperceptibility, reversibility, payload, and computational complexity. Given the attributes of the scheme, it can be used for enhancing the security of EHR in health 4.0. MDPI 2021-01-04 /pmc/articles/PMC7795495/ /pubmed/33406623 http://dx.doi.org/10.3390/s21010282 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Aljuaid, Hanan
Parah, Shabir A.
Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title_full Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title_fullStr Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title_full_unstemmed Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title_short Secure Patient Data Transfer Using Information Embedding and Hyperchaos
title_sort secure patient data transfer using information embedding and hyperchaos
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795495/
https://www.ncbi.nlm.nih.gov/pubmed/33406623
http://dx.doi.org/10.3390/s21010282
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