A New Distance Measure for Free Text Keystroke Authentication
عنوان مقاله: A New Distance Measure for Free Text Keystroke Authentication
شناسه ملی مقاله: CSICC14_079
منتشر شده در چهاردهمین کنفرانس بین المللی سالانه انجمن کامپیوتر ایران در سال 1388
شناسه ملی مقاله: CSICC14_079
منتشر شده در چهاردهمین کنفرانس بین المللی سالانه انجمن کامپیوتر ایران در سال 1388
مشخصات نویسندگان مقاله:
H Davoudi - Department of Electrical Engineering, Tarbiat Modares University, Tehran, Iran
E Kabir - Department of Electrical Engineering, Tarbiat Modares University, Tehran, Iran
خلاصه مقاله:
H Davoudi - Department of Electrical Engineering, Tarbiat Modares University, Tehran, Iran
E Kabir - Department of Electrical Engineering, Tarbiat Modares University, Tehran, Iran
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
کلمات کلیدی: Keywords—Biometrics; Keystroke Dynamics-Based Authentication; Free text
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/73044/