Using the Keystrokes Dynamic for Systems of Personal Security

Authors: Gláucya C. Boechat, Jeneffer C. Ferreira, Edson C. B. Carvalho

Abstract:

This paper presents a boarding on biometric authentication through the Keystrokes Dynamics that it intends to identify a person from its habitual rhythm to type in conventional keyboard. Seven done experiments: verifying amount of prototypes, threshold, features and the variation of the choice of the times of the features vector. The results show that the use of the Keystroke Dynamics is simple and efficient for personal authentication, getting optimum resulted using 90% of the features with 4.44% FRR and 0% FAR.

Keywords: Biometrics techniques, Keystroke Dynamics, patternrecognition.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1331387

References:

[1] P.S. Magalhães, H. D Santos. Biometria e Autenticação. IV Conferência Associação Portuguesa de Sistemas de Informação. Porto, Portugal. 2003. (ed em CD-ROM : ISBN 97 2-9354-42-1).
[2] S.M Matyas, J Stapleton. A Biometric Standard for Information Management and Security. Computers & Security Vol.19 Issue: 2. 2000.pp.428-441
[3] L.C.F. Araújo. Uma Metodologia para Autenticação Pessoal Baseada em Dinâmica da Digitação. Universidade Estadual de Campinas, 2004.
[4] F. Monrose, A. D. Rubin. Keystroke Dynamics as a Biometric for Authentication. Journal: Security on the Web (special issue) Future Generation Computing Systems (FGCS). March 2000, pp.351-359.
[5] R. Joyce, G. Gupta. Identity Authentication Based on Keystroke Latencies. Communications of the ACM. Vol 33. Issue: 2. Feb 1990. pp 168-175.
[6] C.R.N. Costa, G.F.G. Yared, R.N. Rodrigues, J.B.T. Yabu-Uti, F. Violaro, L. L. Ling. Autentica├º├úo Biométrica via Din├ómica da Digita├º├úo em Teclados Numéricos XXII Simp├│sio Brasileiro de Telecomunica├º├Áes - SBrT-05. Campinas, SP, Set, 2005.
[7] R. Gaines, W. Lisowski, S. Press, N. Shapiro. Authentication by keystroke timing: some Preliminary Results. Report R-256-NSF. Rand Corporation. 1980.
[8] S. Bleha, C. Slivinsky, B. Hussien. Computer-Access Security Systems using Keystroke Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol.12 Issue: 12 Dec 1990, pp.1217-1222.
[9] G. D. C. Cavalcanti, E. H. F. Pinheiro, E. C. B. Carvalho Filho. Um Sistema de Verifica├º├úo de Identidade Pessoal Através de Din├ómica da Digita├º├úo. XXV Congresso da Sociedade Brasileira de Computa├º├úo. S├úo Leopoldo-RS. Jul. 2005.
[10] J.Mäntyjärvi, J. Koivumäki, P. Vuori. Keystroke Recognition for Virtual Keyboard. IEEE International Conference on Multimedia and Expo, Lausanne, Switzerland, Aug. 2002. pp. 429-432.
[11] F. Bergadano, D. Gunetti, C. Picardi. User Authentication through Keystroke Dynamics. ACM Transactions on Information and System Security, Vol. 5, No. 4, November 2002, pp. 367-397.
[12] S.R.L. Silva Filho. Autenticação Contínua pela Keystroke Dynamic usando Máquinas de Comitê. Universidade Federal de Santa Catarina. Programa de Pós-Graduação em Ciência da Computação. Florianópolis, SC. Nov 2005.
[13] M. Brown, S. J. Rogers. A Practical Approach to User Authentication. In Proceedings of 10th Computer Security Applications Conference. Dec. 1994, pp.108-116.
[14] BioPassword® Available in http://www.biopassword.com. Accessed in October 2, 2006