eprintid: 12311
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/23/11
datestamp: 2023-11-10 03:26:51
lastmod: 2023-11-10 03:26:51
status_changed: 2023-11-10 01:17:22
type: article
metadata_visibility: show
creators_name: Thangarasu, G.
creators_name: Dominic, P.D.D.
creators_name: Subramanian, K.
creators_name: Smiley, S.
title: Biometric based signature authentication scheme for cloud healthcare data security
ispublished: pub
keywords: Authentication; Biometrics; Health care; Neural networks; Security of data; Soft computing, Biometric sensors; Biometric signatures; Hadoop MapReduce; Health-care managements; Healthcare services; Medical record; Signature authentication; Statistical learning, Network security
note: cited By 2; Conference of 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018 ; Conference Date: 23 June 2018 Through 24 June 2018; Conference Code:218299
abstract: 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.
date: 2019
publisher: Springer Verlag
official_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
id_number: 10.1007/978-3-319-99007-1₅₂
full_text_status: none
publication: Advances in Intelligent Systems and Computing
volume: 843
pagerange: 557-565
refereed: TRUE
isbn: 9783319990064
issn: 21945357
citation:   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.  ISSN 21945357