[HTML][HTML] Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons

J Dey, A Sarkar, S Karforma - International Journal of Information …, 2021 - Springer
International Journal of Information Technology, 2021Springer
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 …
Abstract
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
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