Design and evaluation of a pressure based typing biometric authentication system

The design and preliminary evaluation of a pressure sensor-based typing biometrics authentication system (PBAS) is discussed in this paper. This involves the integration of pressure sensors, signal processing circuit, and data acquisition devices to generate waveforms, which when concatenated, produ...

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Main Authors:	Salami, Momoh Jimoh Emiyoka, Eltahir, Wasil, Ali, Hasimah
Other Authors:	Riaz, Zahid
Format:	Book Chapter
Language:	English
Published:	InTech - Open Access Publisher 2011
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/7049/ http://irep.iium.edu.my/7049/ http://irep.iium.edu.my/7049/1/Chapter.pdf

id	iium-7049
recordtype	eprints
spelling	iium-70492011-12-19T07:21:39Z http://irep.iium.edu.my/7049/ Design and evaluation of a pressure based typing biometric authentication system Salami, Momoh Jimoh Emiyoka Eltahir, Wasil Ali, Hasimah T Technology (General) The design and preliminary evaluation of a pressure sensor-based typing biometrics authentication system (PBAS) is discussed in this paper. This involves the integration of pressure sensors, signal processing circuit, and data acquisition devices to generate waveforms, which when concatenated, produce a pattern for the typed password. The system generates two templates for typed passwords. First template is for the force applied on each password key pressed. The second template is for latency of the password keys. These templates are analyzed using two classifiers. Autoregressive (AR) classifier is used to authenticate the pressure template. Latency classifier is used to authenticate the latency template. Authentication is complete by matching the results of these classifiers concurrently. The proposed system has been implemented by constructing users’ database patterns which are later matched to the biometric patterns entered by each user, thereby enabling the systemto accept or reject the user. Experiments have been conducted to test the performance of the overall PBAS system and results obtained showed that this proposed system is reliable with many potential applications for computer security. InTech - Open Access Publisher Riaz, Zahid 2011 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/7049/1/Chapter.pdf Salami, Momoh Jimoh Emiyoka and Eltahir, Wasil and Ali, Hasimah (2011) Design and evaluation of a pressure based typing biometric authentication system. In: Biometric Systems, Design and Applications. InTech - Open Access Publisher , Rijeka, Croatia, pp. 235-262. ISBN 978-953-307-542-6 http://www.intechopen.com/books/show/title/biometric-systems-design-and-applications
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Salami, Momoh Jimoh Emiyoka Eltahir, Wasil Ali, Hasimah Design and evaluation of a pressure based typing biometric authentication system
description	The design and preliminary evaluation of a pressure sensor-based typing biometrics authentication system (PBAS) is discussed in this paper. This involves the integration of pressure sensors, signal processing circuit, and data acquisition devices to generate waveforms, which when concatenated, produce a pattern for the typed password. The system generates two templates for typed passwords. First template is for the force applied on each password key pressed. The second template is for latency of the password keys. These templates are analyzed using two classifiers. Autoregressive (AR) classifier is used to authenticate the pressure template. Latency classifier is used to authenticate the latency template. Authentication is complete by matching the results of these classifiers concurrently. The proposed system has been implemented by constructing users’ database patterns which are later matched to the biometric patterns entered by each user, thereby enabling the systemto accept or reject the user. Experiments have been conducted to test the performance of the overall PBAS system and results obtained showed that this proposed system is reliable with many potential applications for computer security.
author2	Riaz, Zahid
author_facet	Riaz, Zahid Salami, Momoh Jimoh Emiyoka Eltahir, Wasil Ali, Hasimah
format	Book Chapter
author	Salami, Momoh Jimoh Emiyoka Eltahir, Wasil Ali, Hasimah
author_sort	Salami, Momoh Jimoh Emiyoka
title	Design and evaluation of a pressure based typing biometric authentication system
title_short	Design and evaluation of a pressure based typing biometric authentication system
title_full	Design and evaluation of a pressure based typing biometric authentication system
title_fullStr	Design and evaluation of a pressure based typing biometric authentication system
title_full_unstemmed	Design and evaluation of a pressure based typing biometric authentication system
title_sort	design and evaluation of a pressure based typing biometric authentication system
publisher	InTech - Open Access Publisher
publishDate	2011
url	http://irep.iium.edu.my/7049/ http://irep.iium.edu.my/7049/ http://irep.iium.edu.my/7049/1/Chapter.pdf
first_indexed	2023-09-18T20:16:17Z
last_indexed	2023-09-18T20:16:17Z
_version_	1777407809790410752

Design and evaluation of a pressure based typing biometric authentication system

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