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Biometric of Intent: A New Approach Identifying Potential Threat in Highly Secured Facilities
Al Hamar, J. Chamieh, J. Al-Mohannadi, Hamad Al Hamar, M. Al-Mutlaq, A. Musa, Ahmad S.
Al Hamar, J.
Chamieh, J.
Al-Mohannadi, Hamad
Al Hamar, M.
Al-Mutlaq, A.
Musa, Ahmad S.
Publication Date
2018
End of Embargo
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Rights
© 2018 IEEE. Reproduced in accordance with the publisher's self-archiving policy.
Peer-Reviewed
Yes
Open Access status
openAccess
Accepted for publication
2018-06-12
Institution
Department
Awarded
Embargo end date
Additional title
Abstract
Biometric of Intent (BoI) is a Computer Vision
(CV) automation, using Artificial Intelligence (AI) techniques,
which presents a new approach that extends the reach of the
classic biometric identification process. It provides an efficient
mechanism which deters the threats raised by unknown
individuals who have deceitful intentions and who aim to deploy
unlawful operations such as terrorist attacks. In this context, our
proposed BoI model is based on a framework constructed upon
an automated machine learning facial expression analysis system
which can assist law enforcement agencies who intend to deploy a
systematic preventive security approach that aims to reduce the
risk of potential unlawful attacks by rogue individuals through
the evaluation of their emotional state in relation to their
malicious intent.
Version
Accepted manuscript
Citation
Al Hamar J, Chamieh J, Al-Mohannadi H, Al Hamar M, Al-Mutlaq A and Musa AS (2018) Biometric of Intent: A New Approach Identifying Potential Threat in Highly Secured Facilities. The IEEE 6th International Conference on Future Internet of Things and Cloud Workshops, FiCloudW 2018, 6-8 August, Barcelona, Spain.
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Type
Conference paper