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 |
Copyright and 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) |
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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) |
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Keystroke |
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Neural network |
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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 |
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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 |
8 |
Date of Issue |
2011-02-24 (IT, ISEC, WBS) |
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