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Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19
The outbreak of novel corona virus had led the entire world to make severe changes. A secured healthcare data transmission has been proposed through Telecare Medical Information System (TMIS) based on metaheuristic salp swarm. Patients need proper medical remote treatments in this Post-COVID-19 time...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536920/ https://www.ncbi.nlm.nih.gov/pubmed/34721709 http://dx.doi.org/10.1007/s12652-021-03531-z |
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author | Dey, Joydeep Sarkar, Arindam Karforma, Sunil Chowdhury, Bappaditya |
author_facet | Dey, Joydeep Sarkar, Arindam Karforma, Sunil Chowdhury, Bappaditya |
author_sort | Dey, Joydeep |
collection | PubMed |
description | The outbreak of novel corona virus had led the entire world to make severe changes. A secured healthcare data transmission has been proposed through Telecare Medical Information System (TMIS) based on metaheuristic salp swarm. Patients need proper medical remote treatments in this Post-COVID-19 time from their quarantines. Secured transmission of medical data is a significant challenge of digitally overwhelmed environment. The objective is to impart the patients’ data by encryption with confidentiality and integrity. Eavesdroppers can carry sniffing and spoofing in order to deluge the data. In this paper, a novel scheme on metaheuristic salp swarm based intelligence has been sculptured to encrypt electrocardiograms (ECG) for data privacy. Metaheuristic approach has been blended in cryptographic engineering to address the TMIS security issues. Session key has been derived from the weight vector of the fittest salp from the salp population. The exploration and exploitation control the movements of the salps. The proposed technique baffles the eavesdroppers by the key strength and other robustness factors. The results, thus obtained, were compared with some existing classical techniques with benchmark results. The proposed MSE and RMSE were 28,967.85, and 81.17 respectively. The time needed to decode 128 bits proposed session key was 8.66 × 10(52) years. The proposed cryptographic time was 8.8 s. |
format | Online Article Text |
id | pubmed-8536920 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-85369202021-10-25 Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 Dey, Joydeep Sarkar, Arindam Karforma, Sunil Chowdhury, Bappaditya J Ambient Intell Humaniz Comput Original Research The outbreak of novel corona virus had led the entire world to make severe changes. A secured healthcare data transmission has been proposed through Telecare Medical Information System (TMIS) based on metaheuristic salp swarm. Patients need proper medical remote treatments in this Post-COVID-19 time from their quarantines. Secured transmission of medical data is a significant challenge of digitally overwhelmed environment. The objective is to impart the patients’ data by encryption with confidentiality and integrity. Eavesdroppers can carry sniffing and spoofing in order to deluge the data. In this paper, a novel scheme on metaheuristic salp swarm based intelligence has been sculptured to encrypt electrocardiograms (ECG) for data privacy. Metaheuristic approach has been blended in cryptographic engineering to address the TMIS security issues. Session key has been derived from the weight vector of the fittest salp from the salp population. The exploration and exploitation control the movements of the salps. The proposed technique baffles the eavesdroppers by the key strength and other robustness factors. The results, thus obtained, were compared with some existing classical techniques with benchmark results. The proposed MSE and RMSE were 28,967.85, and 81.17 respectively. The time needed to decode 128 bits proposed session key was 8.66 × 10(52) years. The proposed cryptographic time was 8.8 s. Springer Berlin Heidelberg 2021-10-23 2023 /pmc/articles/PMC8536920/ /pubmed/34721709 http://dx.doi.org/10.1007/s12652-021-03531-z Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Dey, Joydeep Sarkar, Arindam Karforma, Sunil Chowdhury, Bappaditya Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title | Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title_full | Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title_fullStr | Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title_full_unstemmed | Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title_short | Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19 |
title_sort | metaheuristic secured transmission in telecare medical information system (tmis) in the face of post-covid-19 |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536920/ https://www.ncbi.nlm.nih.gov/pubmed/34721709 http://dx.doi.org/10.1007/s12652-021-03531-z |
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