DOIONLINE

DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-14196

Publish In
International Journal of Advance Computational Engineering and Networking (IJACEN)-IJACEN
Journal Home
Volume Issue
Issue
Volume-6, Issue-11  ( Nov, 2018 )
Paper Title
Biometric Signature Authentication Scheme with RNN (BIOSIG_RNN) for Health Cloud Management System Security
Author Name
R.Senthurvelan, N.V.Kousik
Affilition
Network Security Consultant, Skillteq, Nacharam, Hyderabad, Andhra Pradesh, India – 500076. Director/Editor, R&D, Innovative Science and Technology Publications, Chennai, Tamilnadu, India – 600088
Pages
1-4
Abstract
In this paper, we propose a biometric authentication framework using RNN for secured data access and retrieval. The proposed framework obtains biometric and processes it with quality check in order to provide effective authentication of users in cloud. The proposed framework uses Hadoop MapReduce to train the samples to increase the authentication through signature samples and statistical learning in Hadoop MapReduce framework is supported through Recurrent Neural Network (RNN). Further, the proposed framework is tested with other sample datasets through various experiments. The result shows that proposed method obtains improved accuracy, sensitivity and specificity than other methods. Keywords - Healthcare Cloud Management System, Biometric Signature Authentication, Hadoop MapReduce, Recurrent Neural Network
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