| Paper Abstract and Keywords |
| Presentation |
2011-10-20 13:55
Password Enhancement in Keystroke Dynamics with a Hamming Distance-like Filtering Yoshihiro Kaneko (Gifu Univ.) CAS2011-40 NLP2011-67 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Keystroke dynamics-based user authentication research has been done for decades and been positioned as one of inexpensive yet valid biometrics. In order to generate templates to be refereed, subjects are required to input prescribed strings. From such obtained input data, two consecutive keystrokes, termed digraph, are extracted and utilized. For two sample data to be compared, the dissimilarity measurement is calculated based on the elapsed times of digraphs and so on. By the relation of its measurement and a threshold, those two samples are validated to be the same. Our previous experiments have shown that Hamming distance-like filtering lowers EER (Equal Error Rate), valid dissimilarity measures keep lower EER although we decrease the number of digraphs to be utilized, and so on. In this report, we adopt those results to password enhancement. This time we have collected keystroke data from 35 subjects typing only 11 strings of alphabets totally four times. The authentication experiments have shown that error rate around 20% EER are reduced to around 11% by our proposal filtering. Since our proposal filtering is easy to implement, it expects to apply the previous study of password enhancement. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Keystroke dynamics / password enhancement / user authentication / dissimilarity measure / Hamming distance / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 111, no. 242, CAS2011-40, pp. 43-48, Oct. 2011. |
| Paper # |
CAS2011-40 |
| Date of Issue |
2011-10-13 (CAS, NLP) |
| 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 |
CAS2011-40 NLP2011-67 |
| Conference Information |
| Committee |
CAS NLP |
| Conference Date |
2011-10-20 - 2011-10-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Shizuoka Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Circuit and System, etc. |
| Paper Information |
| Registration To |
CAS |
| Conference Code |
2011-10-CAS-NLP |
| Language |
English (Japanese title is available) |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Password Enhancement in Keystroke Dynamics with a Hamming Distance-like Filtering |
| Sub Title (in English) |
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| Keyword(1) |
Keystroke dynamics |
| Keyword(2) |
password enhancement |
| Keyword(3) |
user authentication |
| Keyword(4) |
dissimilarity measure |
| Keyword(5) |
Hamming distance |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Yoshihiro Kaneko |
| 1st Author's Affiliation |
Gifu University (Gifu Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2011-10-20 13:55:00 |
| Presentation Time |
25 minutes |
| Registration for |
CAS |
| Paper # |
CAS2011-40, NLP2011-67 |
| Volume (vol) |
vol.111 |
| Number (no) |
no.242(CAS), no.243(NLP) |
| Page |
pp.43-48 |
| #Pages |
6 |
| Date of Issue |
2011-10-13 (CAS, NLP) |