Wireless COVID-19 Telehealth: Leukocytes Encryption Guided by Amino Acid Matrix

Dey, Joydeep; Mukherjee, Soumi

doi:10.1007/s11277-021-08534-9

Cited by 14 publications

(4 citation statements)

References 28 publications

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“…[ 16 ] had used the telemedicine to treat the patients remotely in the hours of COVID-19 pandemic. Dey et al [ 17 ] had proposed a wireless telehealth secure system through amino acids oriented harder encryption. Sarkar et al [ 4 ] had designed a new secure transmission system on the intraoral data through electronic health.…”

Section: Literature Surveymentioning

confidence: 99%

Concurring of Neural Machines for Robust Session Key Generation and Validation in Telecare Health System During COVID-19 Pandemic

Dey¹,

Bhowmik²

2023

Wireless Pers Commun

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In this technique, it has been proposed to agree the session keys that have been generated through dual artificial neural networks based on the Telecare Health COVID-19 domain. Electronic health enables secure and protected communication between the patients and physicians, especially during this COVID-19 pandemic. Telecare was the main component which served the remote and non-invasive patients in the crisis period of COVID-19. Neural cryptographic engineering support in terms of data security and privacy is the main theme for Tree Parity Machine (TPM) synchronization in this paper. The session key has been generated on different key lengths and key validation done on the proposed set of robust session keys. A neural TPM network receives a vector designed through same random seed and producing a single output bit. Duo neural TPM networks’ intermediate keys would be partially shared between the patient and doctor for the purpose neural synchronization. Higher magnitude of co-existence has been observed at the duo neural networks at the Telecare Health Systems in COVID-19. This proposed technique has been highly protective against several data attacks in the public networks. Partial transmission of the session key disables the intruders to guess the exact pattern, and highly randomized through different tests. The average p -values of different session key lengths of 40 bits, 60 bits, 160 bits, and 256 bits were observed to be 221.9, 259.3, 242, and 262.8 (taken under multiplicative of 1000) respectively.

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Section: Literature Surveymentioning

confidence: 99%

Concurring of Neural Machines for Robust Session Key Generation and Validation in Telecare Health System During COVID-19 Pandemic

Dey¹,

Bhowmik²

2023

Wireless Pers Commun

Self Cite

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“…[ 22 ] had used the telemedicine to treat the patients remotely in the hours of COVID-19 pandemic. Dey J. et al [ 23 ] had proposed a wireless telehealth secure system through amino acids oriented harder encryption. Sarkar A. et al [ 24 ] had designed a new secure transmission system on the intraoral data through electronic health.…”

Section: Review Of Literaturementioning

confidence: 99%

State-of-the-art session key generation on priority-based adaptive neural machine (PANM) in telemedicine

Dey¹

2023

Neural Comput & Applic

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Telemedicine is one of the safest methods to provide healthcare facilities to the remote patients with the help of digitization. In this paper, state-of-the-art session key has been proposed based on the priority oriented neural machines followed by its validation. State-of-the-art technique can be mentioned as newer scientific method. Soft computing has been extensively used and modified here under the ANN domain. Telemedicine facilitates secure data communication between the patients and the doctors regarding their treatments. The best fitted hidden neuron can contribute only in the formation of the neural output. Minimum correlation was taken into consideration under this study. Hebbian learning rule was applied on both the patient’s neural machine and the doctor’s neural machine. Lesser iterations were needed in the patient’s machine and the doctor’s machine for the synchronization. Thus, the key generation time has been shortened here which were 4.011 ms, 4.324 ms, 5.338 ms, 5.691 ms, and 6.105 ms for 56 bits, 128 bits, 256 bits, 512 bits, and 1024 bits of state-of-the-art session keys, respectively. Statistically, different key sizes of the state-of-the-art session keys were tested and accepted. Derived value-based function had yielded successful outcomes too. Partial validations with different mathematical hardness had been imposed here too. Thus, the proposed technique is suitable for the session key generation and authentication in the telemedicine in order to preserve the patients’ data privacy. This proposed method has been highly protective against numerous data attacks inside the public networks. Partial transmission of the state-of-the-art session key disables the intruders to decode the same bit patterns of the proposed set of keys.

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“…Appropriate consideration ought to be received for the choice of the transmission key. Its point is to give greater classification on the patients' clinical information in this electronic COVID-19 telepsychiatry [ 4 – 6 ]. Just the approved clients can log-inside, send information, get information and approve the reports.…”

Section: Introductionmentioning

confidence: 99%

Episode of Dual Neural Genetic Firefly (DNGF) Transmission Key Generation in New Normal Mode of COVID-19 Second Wave Telepsychiatry

Dey¹,

Karforma

Chowdhury

2022

J. Inst. Eng. India Ser. B

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The volume of E-commerce transactions had accelerated on huge scale due to COVID-19. Telemedicine comes under the segment of E-commerce, where the patients can get their treatments from isolates. Patients’ information security is a basic challenge in this COVID-19 telemedicine segment. The majority of the non-obtrusive and non-emergency patients are encouraged and treated distantly from their secludes without the inclusion of COVID-19 transmission. Anxiety, depressive disorders, stress, dementia, mood disorder, OCD, aggression, etc. are the critical mental challenges that have abruptly occurred during this COVID period. The present work focused on “New Normal Mode” of COVID-19 telepsychiatry so that the patients’ mental illness can be treated remotely in a secure way. An episode of dual neural-genetic firefly (DNGF) has been proposed on COVID-19 "New Normal Mode" 2nd wave telepsychiatry. The pool of transmission keys was generated with the help of firefly algorithm, neural perceptron, and genetic operations. Besides these, the proposed DNGF keys are effective to be used for different online psychiatric transactions. The objectivity of this paper is to generate a robust pool of transmission keys in order to nullify different types of intruding. It has effectively cleared Avalanche test and Strict Avalanche test. The outcome of parameterized functional security test has been recorded with adequacy. These were: 0.327933, 0.350467, 0.332533, 0.317867, and 0.350267 on the generated pool of DNGF. The correlation coefficient between the key generation time and parameterized functional security has been found to be Distinctive mathematical arranged examinations were directed on the proposed key pool. It has shown better reasonability on the part of the COVID-19 2nd wave telepsychiatry, which is a component of E-commerce.

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Wireless COVID-19 Telehealth: Leukocytes Encryption Guided by Amino Acid Matrix

Cited by 14 publications

References 28 publications

Concurring of Neural Machines for Robust Session Key Generation and Validation in Telecare Health System During COVID-19 Pandemic

Concurring of Neural Machines for Robust Session Key Generation and Validation in Telecare Health System During COVID-19 Pandemic

State-of-the-art session key generation on priority-based adaptive neural machine (PANM) in telemedicine

Episode of Dual Neural Genetic Firefly (DNGF) Transmission Key Generation in New Normal Mode of COVID-19 Second Wave Telepsychiatry

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