Personal Authentication with Keystroke Timing Patterns on Self-Organizing Maps

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  • 自己組織化マップを用いた打鍵タイミングによる個人認証
  • ジコ ソシキカ マップ オ モチイタ ダケン タイミング ニ ヨル コジン ニンショウ

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Abstract

In this article, we propose the method of personal authentication with Keystroke Timing Patterns on Self-Organizing Maps (SOM) for Web based Application. We tested the system ability to measure FRR (False Reject Rate) and FAR (False Accept Rate) on the maps which learning with 40 input-vector. For result of this ability test, our system keep FAR 54.3% when FRR 31.87%. Thus, it seems that our method is available for personal authentication.

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