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Paper Abstract and Keywords
Presentation 2011-03-04 14:55
User Authentication Using Neural Network Based on Keystroke Characteristics
Keishi Sakurai, Takao Miyamoto, Shigeki Aoki, Motoi Iwata, Akira Shiozaki (Osaka Prefecture Univ.) IT2010-101 ISEC2010-105 WBS2010-80
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, several user authentication methods using keystroke characteristics for free-style text have been presented.
In this paper, we propose a new user authentication method using the measures based on keystroke characteristics. Firstly, we set the parameters of each measure for each user by using templates of the user and others collected in advance. Secondly, we set the weight coefficients of a neural network for each user using the templates. Finally, we calculate the similarities between the user and his/her template, and authenticate the user by inputting the similarities to the neural network.
We have performed experiments by this method and have achieved 0.17\% of false acceptance rate and 2.38\% of false rejection rate.
Keyword (in Japanese) (See Japanese page) 
(in English) Keystroke / Neural network / User authentication / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 443, ISEC2010-105, pp. 213-220, March 2011.
Paper # ISEC2010-105 
Date of Issue 2011-02-24 (IT, ISEC, WBS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IT2010-101 ISEC2010-105 WBS2010-80

Conference Information
Committee ISEC IT WBS  
Conference Date 2011-03-03 - 2011-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ISEC 
Conference Code 2011-03-ISEC-IT-WBS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) User Authentication Using Neural Network Based on Keystroke Characteristics 
Sub Title (in English)  
Keyword(1) Keystroke  
Keyword(2) Neural network  
Keyword(3) User authentication  
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1st Author's Name Keishi Sakurai  
1st Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
2nd Author's Name Takao Miyamoto  
2nd Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
3rd Author's Name Shigeki Aoki  
3rd Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
4th Author's Name Motoi Iwata  
4th Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
5th Author's Name Akira Shiozaki  
5th Author's Affiliation Osaka Prefecture University (Osaka Prefecture Univ.)
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Speaker Author-1 
Date Time 2011-03-04 14:55:00 
Presentation Time 25 minutes 
Registration for ISEC 
Paper # IT2010-101, ISEC2010-105, WBS2010-80 
Volume (vol) vol.110 
Number (no) no.442(IT), no.443(ISEC), no.444(WBS) 
Page pp.213-220 
#Pages
Date of Issue 2011-02-24 (IT, ISEC, WBS) 


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