Title :
A new distance measure for free text keystroke authentication
Author :
Davoudi, H. ; Kabir, E.
Author_Institution :
Dept. of Electr. Eng., Tarbiat Modares Univ., Tehran, Iran
Abstract :
Keystroke dynamics-based authentication, KDA, verifies users via their typing patterns. To authenticate users based on their typing samples, it is required to find out the resemblance of a typing sample and the training samples of a user regardless of the text typed. In this paper, a measure is proposed to find the distance between a typing sample and a set of samples of a user. For each digraph, histogram-based density estimation is used to find the pdf of its duration time. This measure is combined with another measure which is based on the two samples distances. Experimental results show considerable decrease in FAR while FRR remains constant.
Keywords :
authorisation; directed graphs; handwritten character recognition; text analysis; digraph; distance measure; free text keystroke authentication; histogram-based density estimation; keystroke dynamics-based authentication; Authentication; Biometrics; Electric variables measurement; Hardware; Keyboards; Law; Legal factors; Speech; Testing; Timing; Biometrics; Free text; Keystroke Dynamics-Based Authentication;
Conference_Titel :
Computer Conference, 2009. CSICC 2009. 14th International CSI
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-4261-4
Electronic_ISBN :
978-1-4244-4262-1
DOI :
10.1109/CSICC.2009.5349640
