Soft biometrics database: A benchmark for keystroke dynamics biometric systems

Author

Idrus, Syed Zulkarnain Syed ; Cherrier, Estelle ; Rosenberger, C. ; Bours, Patrick

Author_Institution

Univ. Malaysia Perlis, Kangar, Malaysia

fYear

2013

fDate

5-6 Sept. 2013

Firstpage

1

Lastpage

8

Abstract

Among all the existing biometric modalities, authentication systems based on keystroke dynamics are particularly interesting for usability reasons. Many researchers proposed in the last decades some algorithms to increase the efficiency of this biometric modality. Propose in this paper: a benchmark testing suite composed of a database containing multiple data (keystroke dynamics templates, soft biometric traits ...), which will be made available for the research community and a software that is already available for the scientific community for the evaluation of keystroke dynamics based systems. We also built the proposed biometric database on soft biometric traits for keystroke dynamics to suit the experiment. 110 people had voluntarily participated and gave their soft biometrics data i.e. the way of typing gender age and handedness.

Keywords

biometrics (access control); database management systems; gesture recognition; authentication systems; benchmark testing suite; biometric modality; gender age; keystroke dynamics based systems; keystroke dynamics biometric systems; keystroke dynamics templates; soft biometric traits; soft biometrics database; usability reasons; Authentication; Benchmark testing; Biometrics (access control); Databases; Feature extraction; Keyboards; Presses;

fLanguage

English

Publisher

ieee

Conference_Titel

Biometrics Special Interest Group (BIOSIG), 2013 International Conference of the

Conference_Location

Darmstadt

Type

conf

Filename

6617167