Biometric based signature authentication scheme for cloud healthcare data security

Cloud Computing is a recent and fastest growing area of development in healthcare. Cloud-based healthcare management services are considered as an effective way to manage the data related to healthcare. However, the major problem associated with the healthcare management service is data security. It...

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Main Authors: Thangarasu, G., Dominic, P.D.D., Subramanian, K., Smiley, S.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.23585 /
Published: Springer Verlag 2019
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053865407&doi=10.1007%2f978-3-319-99007-1_52&partnerID=40&md5=3c3618a1376bc3a8078f8f42ed4cbdaf
http://eprints.utp.edu.my/23585/
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spelling utp-eprints.235852021-08-19T07:56:17Z Biometric based signature authentication scheme for cloud healthcare data security Thangarasu, G. Dominic, P.D.D. Subramanian, K. Smiley, S. Cloud Computing is a recent and fastest growing area of development in healthcare. Cloud-based healthcare management services are considered as an effective way to manage the data related to healthcare. However, the major problem associated with the healthcare management service is data security. It leads to tax, bank, insurance and medical fraudulence. Hence, retrieval of data onto more secured access is required to improve the security of medical records of healthcare services. In this research, proposed a biometric based signature authentication scheme with neural network for cloud healthcare data security. The neural network is used in this scheme for the accuracy of retrieving the clinical data onto the cloud. The neural network acquires biometric signature through biometric sensor processed with quality checker for effective authentication. This network also has support in terms of statistical learning of the clinical datasets. After various experiments, it is concluded that the proposed method provides faster results with higher sensitivity, specificity with accuracy. © Springer Nature Switzerland AG 2019. Springer Verlag 2019 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053865407&doi=10.1007%2f978-3-319-99007-1_52&partnerID=40&md5=3c3618a1376bc3a8078f8f42ed4cbdaf Thangarasu, G. and Dominic, P.D.D. and Subramanian, K. and Smiley, S. (2019) Biometric based signature authentication scheme for cloud healthcare data security. Advances in Intelligent Systems and Computing, 843 . pp. 557-565. http://eprints.utp.edu.my/23585/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Cloud Computing is a recent and fastest growing area of development in healthcare. Cloud-based healthcare management services are considered as an effective way to manage the data related to healthcare. However, the major problem associated with the healthcare management service is data security. It leads to tax, bank, insurance and medical fraudulence. Hence, retrieval of data onto more secured access is required to improve the security of medical records of healthcare services. In this research, proposed a biometric based signature authentication scheme with neural network for cloud healthcare data security. The neural network is used in this scheme for the accuracy of retrieving the clinical data onto the cloud. The neural network acquires biometric signature through biometric sensor processed with quality checker for effective authentication. This network also has support in terms of statistical learning of the clinical datasets. After various experiments, it is concluded that the proposed method provides faster results with higher sensitivity, specificity with accuracy. © Springer Nature Switzerland AG 2019.
format Article
author Thangarasu, G.
Dominic, P.D.D.
Subramanian, K.
Smiley, S.
spellingShingle Thangarasu, G.
Dominic, P.D.D.
Subramanian, K.
Smiley, S.
Biometric based signature authentication scheme for cloud healthcare data security
author_sort Thangarasu, G.
title Biometric based signature authentication scheme for cloud healthcare data security
title_short Biometric based signature authentication scheme for cloud healthcare data security
title_full Biometric based signature authentication scheme for cloud healthcare data security
title_fullStr Biometric based signature authentication scheme for cloud healthcare data security
title_full_unstemmed Biometric based signature authentication scheme for cloud healthcare data security
title_sort biometric based signature authentication scheme for cloud healthcare data security
publisher Springer Verlag
publishDate 2019
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053865407&doi=10.1007%2f978-3-319-99007-1_52&partnerID=40&md5=3c3618a1376bc3a8078f8f42ed4cbdaf
http://eprints.utp.edu.my/23585/
_version_ 1741196699376812032
score 11.62408

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