Authenticating computer access based on keystroke dynamics using a probabilistic neural network

Bibliographic Details
Main Author: Revett, Kenneth
Publication Date: 2006
Other Authors: Gorunescu, Florin, Gorunescu, Marina, Ene, Marius, Magalhães, Paulo Sérgio Tenreiro, Santos, Henrique Dinis dos
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/4808
Summary: Comunicação apresentada na 2nd Annual International Conference on Global e-Security, Docklands, UK, 20 - 22 April 2006.
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spelling Authenticating computer access based on keystroke dynamics using a probabilistic neural networkBiometricsKeystroke dynamicsAuthenticationBehavioural biometricsComunicação apresentada na 2nd Annual International Conference on Global e-Security, Docklands, UK, 20 - 22 April 2006.Most computer systems are secured using a login id and password. When computers are connected to the internet, they become more vulnerable as more machines are available to attack them. In this paper, we present a novel method for protecting/enhancing login protection that can reduce the potential threat of internet connected computers. Our method is based on and enhancement to login id/password based on keystroke dynamics. We employ a novel authentication algorithm based on a probabilistic neural network. Our results indicate that we can achieve an equal error rate of less than 5%, comparable to what is achieved with hardware based solutions such as fingerprint scanners and facial recognition systems.Universidade do MinhoRevett, KennethGorunescu, FlorinGorunescu, MarinaEne, MariusMagalhães, Paulo Sérgio TenreiroSantos, Henrique Dinis dos20062006-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/1822/4808enginfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T06:43:40Zoai:repositorium.sdum.uminho.pt:1822/4808Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T16:02:28.114735Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Authenticating computer access based on keystroke dynamics using a probabilistic neural network
title Authenticating computer access based on keystroke dynamics using a probabilistic neural network
spellingShingle Authenticating computer access based on keystroke dynamics using a probabilistic neural network
Revett, Kenneth
Biometrics
Keystroke dynamics
Authentication
Behavioural biometrics
title_short Authenticating computer access based on keystroke dynamics using a probabilistic neural network
title_full Authenticating computer access based on keystroke dynamics using a probabilistic neural network
title_fullStr Authenticating computer access based on keystroke dynamics using a probabilistic neural network
title_full_unstemmed Authenticating computer access based on keystroke dynamics using a probabilistic neural network
title_sort Authenticating computer access based on keystroke dynamics using a probabilistic neural network
author Revett, Kenneth
author_facet Revett, Kenneth
Gorunescu, Florin
Gorunescu, Marina
Ene, Marius
Magalhães, Paulo Sérgio Tenreiro
Santos, Henrique Dinis dos
author_role author
author2 Gorunescu, Florin
Gorunescu, Marina
Ene, Marius
Magalhães, Paulo Sérgio Tenreiro
Santos, Henrique Dinis dos
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Revett, Kenneth
Gorunescu, Florin
Gorunescu, Marina
Ene, Marius
Magalhães, Paulo Sérgio Tenreiro
Santos, Henrique Dinis dos
dc.subject.por.fl_str_mv Biometrics
Keystroke dynamics
Authentication
Behavioural biometrics
topic Biometrics
Keystroke dynamics
Authentication
Behavioural biometrics
description Comunicação apresentada na 2nd Annual International Conference on Global e-Security, Docklands, UK, 20 - 22 April 2006.
publishDate 2006
dc.date.none.fl_str_mv 2006
2006-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/4808
url http://hdl.handle.net/1822/4808
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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