A RESTful E-Governance Application Framework for People Identity Verification in Cloud

Ahmedur Rahman Shovon, Shanto Roy, Tanusree Sharma, Md Whaiduzzaman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

14 Citations (Scopus)

Abstract

An effective application framework design for e-governance is definitely a challenging task. The majority of the prior research has focused on designing e-governance architecture where people identity verification takes long time using manual verification system. We develop an efficient application framework that verifies peoples identity. It provides cloud based REST API using deep learning based recognition approach and stores face meta data in neural networks for rapid facial recognition. After each successful identity verification, we store the facial data in the neural network if there is a match between 80–95%. This decreases the error rate in each iteration and enhance the network. Finally, our system is compared with the existing system on the basis of CPU utilization, error rate and cost metrics to show the novelty of this framework. We implement and evaluate our proposed framework which allows any organization and institute to verify people identity in a reliable and secure manner.

Original languageEnglish
Title of host publicationCloud Computing – CLOUD 2018 - 11th International Conference, Held as Part of the Services Conference Federation, SCF 2018, Proceedings
EditorsMin Luo, Liang-Jie Zhang
PublisherSpringer Verlag
Pages281-294
Number of pages14
ISBN (Print)9783319942940
DOIs
Publication statusPublished - 2018
Event11th International Conference on Cloud Computing, CLOUD 2018 Held as Part of the Services Conference Federation, SCF 2018 - Seattle, United States
Duration: 25 Jun 201830 Jun 2018

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10967 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Conference on Cloud Computing, CLOUD 2018 Held as Part of the Services Conference Federation, SCF 2018
Country/TerritoryUnited States
CitySeattle
Period25/06/1830/06/18

Keywords

  • Cloud computing
  • E-Governance
  • ID verification
  • RESTful API

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