Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Dey, Joydeep, Sarkar, Arindam, Karforma, Sunil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Singapore 2021
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
_version_ 1783630651905277952
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
work_keys_str_mv AT deyjoydeep newerpostcovidperspectiveteledentalencryptionbydemultiplexedperceptrons
AT sarkararindam newerpostcovidperspectiveteledentalencryptionbydemultiplexedperceptrons
AT karformasunil newerpostcovidperspectiveteledentalencryptionbydemultiplexedperceptrons