Identity Verification and Fraud Detection During Online Exams with a Privacy Compliant Biometric System

M. Haytom, C. Rosenberger, C. Charrier, C. Zhu, C. Regnier

2020

Abstract

Distant learning is an alternative solution to education when the learner is far from the school or cannot attend courses for professional or medical reasons. The main objective of this work is to design a smart application of remote exams, using a multibiometric system combining face with deep learning and keystroke dynamics to verify the identity of the learner. Privacy protection is consider in this work as an important issue because many personal data are processed in the proposed solution. We consider in this paper experiments under real-life conditions to identify abnormal behaviours with confidence indicators. We show the system ability to make the correct decision while preserving learner’s privacy.

Paper Citation

in Harvard Style

Haytom M., Rosenberger C., Charrier C., Zhu C. and Regnier C. (2020). Identity Verification and Fraud Detection During Online Exams with a Privacy Compliant Biometric System.In Proceedings of the 17th International Joint Conference on e-Business and Telecommunications - Volume 3: SECRYPT, ISBN 978-989-758-446-6, pages 451-458. DOI: 10.5220/0009874104510458

in Bibtex Style

@conference{secrypt20,
author={M. Haytom and C. Rosenberger and C. Charrier and C. Zhu and C. Regnier},
title={Identity Verification and Fraud Detection During Online Exams with a Privacy Compliant Biometric System},
booktitle={Proceedings of the 17th International Joint Conference on e-Business and Telecommunications - Volume 3: SECRYPT,},
year={2020},
pages={451-458},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009874104510458},
isbn={978-989-758-446-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Joint Conference on e-Business and Telecommunications - Volume 3: SECRYPT,
TI - Identity Verification and Fraud Detection During Online Exams with a Privacy Compliant Biometric System
SN - 978-989-758-446-6
AU - Haytom M.
AU - Rosenberger C.
AU - Charrier C.
AU - Zhu C.
AU - Regnier C.
PY - 2020
SP - 451
EP - 458
DO - 10.5220/0009874104510458