Title :
Fusion of methods for keystroke dynamic authentication
Author :
Hocquet, Sylvain ; Ramel, Jean-Yves ; Cardot, Hubert
Author_Institution :
Lab. d´´Informatique, Univ. Francois-Rabelais de Tours, France
Abstract :
In this article, we present three methods for the keystroke dynamic authentication problem. We use in the first method, the average and the standard deviation, in the second the rhythm of striking and in the third, a comparison of the times order. After having presented these methods, we propose to realize a fusion of them. The results obtained indicate good performance of each method alone, as well as a significant improvement of performance with fusion, from 3.43% of EER for the best method alone down-to 1.8% with fusion.
Keywords :
biometrics (access control); error statistics; keyboards; message authentication; fusion method; keystroke dynamic authentication; standard deviation; Acceleration; Authentication; Biometrics; Costs; Data mining; Data security; Error analysis; Hardware; Keyboards; Rhythm;
Conference_Titel :
Automatic Identification Advanced Technologies, 2005. Fourth IEEE Workshop on
Print_ISBN :
0-7695-2475-3
DOI :
10.1109/AUTOID.2005.30