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Biometric cryptosystem based on keystroke dynamics and k-medoids
VICENTE ALARCON AQUINO
HECTOR AUGUSTO GARCIA BALEON
JUAN MANUEL RAMIREZ CORTES
María del Pilar Gómez Gil
OLEG STAROSTENKO BASARAB
Acceso Abierto
Atribución-NoComercial-SinDerivadas
Biometrics
Cryptography
Keystroke dynamics
K-medoids
Minkowski distance
An approach for a biometric cryptosystem based on keystroke dynamics and the k-medoids algorithm is proposed. The stages that comprise the approach are training enrollment and user verification. The proposed approach is able to verify the identity of individuals offline avoiding the use of a centralized database. The approach as reported in this paper may be implemented in stand-alone terminals or embedded in password-based systems to increase the security. The performance of the proposed approach is assessed using 20 samples of keystroke dynamics from 20 different users. Simulation results show a false acceptance rate of 2.89% and a false rejection rate of 3.35%. The cryptographic key released by the proposed architecture may be used in several potential applications such as user login, file encryption or even portable authentication to gain access to virtual private networks.
IETE Journal of Research
2011
Artículo
Inglés
Estudiantes
Investigadores
Público en general
Alarcon-Aquino, V. Biometric cryptosystem based on keystroke dynamics and k-medoids, IETE Journal of Research, Vol. 57, (4): 385-394
ELECTRÓNICA
Versión aceptada
acceptedVersion - Versión aceptada
Aparece en las colecciones: Artículos de Electrónica

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