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Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons
This paper presents an efficient mechanism for secured encryption of intraoral information in the emerging field of Teledental. Due to global rapid surge in the (Coronavirus Disease) COVID patients, the services of Teledental are best suited in the newer post-COVID era. A devised perceptron has been...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Singapore
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7776307/ https://www.ncbi.nlm.nih.gov/pubmed/33426424 http://dx.doi.org/10.1007/s41870-020-00562-1 |
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author | Dey, Joydeep Sarkar, Arindam Karforma, Sunil |
author_facet | Dey, Joydeep Sarkar, Arindam Karforma, Sunil |
author_sort | Dey, Joydeep |
collection | PubMed |
description | This paper presents an efficient mechanism for secured encryption of intraoral information in the emerging field of Teledental. Due to global rapid surge in the (Coronavirus Disease) COVID patients, the services of Teledental are best suited in the newer post-COVID era. A devised perceptron has been intelligently embedded with de-multiplexing ability to transmit data to the dentists has been proposed. Exact session key has been developed through learning rules applied on the perceptrons by both the patient and dentist. For simplicity, gingivitis data is highly recommended to transmit in a highly secured manner with patients’ data integrity. Gingivitis is an important dental disease which is primarily caused by the bacterial colonization. It shows gum bleeding and inflammations in the gingiva. Encrypted transmission is required to the Dentist for early diagnosis and treatment in Teledental system in this pandemic context. Gingivitis data are then broken into parts by the demultiplexer followed by individual proposed header generation. It is predominantly done to confuse the intruders about the originality of the intraoral data. Chi-square, Avalanche, Strict Avalanche, etc. were carried on the proposed partial shares to generate good outcomes when compared to classical algorithms. To confuse the intruders, character frequency, floating frequency, and autocorrelation were tested extensively. It is a newer approach to avail the secured Teledental features in post-COVID time. |
format | Online Article Text |
id | pubmed-7776307 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-77763072021-01-04 Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons Dey, Joydeep Sarkar, Arindam Karforma, Sunil Int J Inf Technol Original Research This paper presents an efficient mechanism for secured encryption of intraoral information in the emerging field of Teledental. Due to global rapid surge in the (Coronavirus Disease) COVID patients, the services of Teledental are best suited in the newer post-COVID era. A devised perceptron has been intelligently embedded with de-multiplexing ability to transmit data to the dentists has been proposed. Exact session key has been developed through learning rules applied on the perceptrons by both the patient and dentist. For simplicity, gingivitis data is highly recommended to transmit in a highly secured manner with patients’ data integrity. Gingivitis is an important dental disease which is primarily caused by the bacterial colonization. It shows gum bleeding and inflammations in the gingiva. Encrypted transmission is required to the Dentist for early diagnosis and treatment in Teledental system in this pandemic context. Gingivitis data are then broken into parts by the demultiplexer followed by individual proposed header generation. It is predominantly done to confuse the intruders about the originality of the intraoral data. Chi-square, Avalanche, Strict Avalanche, etc. were carried on the proposed partial shares to generate good outcomes when compared to classical algorithms. To confuse the intruders, character frequency, floating frequency, and autocorrelation were tested extensively. It is a newer approach to avail the secured Teledental features in post-COVID time. Springer Singapore 2021-01-02 2021 /pmc/articles/PMC7776307/ /pubmed/33426424 http://dx.doi.org/10.1007/s41870-020-00562-1 Text en © Bharati Vidyapeeth's Institute of Computer Applications and Management 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 Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title | Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title_full | Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title_fullStr | Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title_full_unstemmed | Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title_short | Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons |
title_sort | newer post-covid perspective: teledental encryption by de-multiplexed perceptrons |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7776307/ https://www.ncbi.nlm.nih.gov/pubmed/33426424 http://dx.doi.org/10.1007/s41870-020-00562-1 |
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