| Paper Abstract and Keywords |
| Presentation |
2006-01-24 11:45
Personal authentication based on keystrokes by using multi-layered neural networks
Eiji Watanabe (Konan Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This report discusses a personal authentication method based on the keystroke dynamics, which is extracted from passwords inputted in the login procedure for the computer.
In the authentication method using the keystroke dynamics, we have a advantage that such a method needs only the keyboard as an input equipment.
On the other hand, since such a method uses the behavior characteristics, we adequately have to process these features with large variance.
It is very important to extract each adequate feature from these behavior features.
In this report, we discuss the two methods, that is, a verification method by using the statistics and methods by using neural networks.
Finally, we compare concretely these methods based on experimental results. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
login / password / keystroke / personal authentication / multi-layered neural network / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 105, no. 544, NC2005-103, pp. 31-35, Jan. 2006. |
| Paper # |
NC2005-103 |
| Date of Issue |
2006-01-17 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NC |
| Conference Date |
2006-01-23 - 2006-01-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Phenomena and Models of Evolution and Development, etc. |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2006-01-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Personal authentication based on keystrokes by using multi-layered neural networks |
| Sub Title (in English) |
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| Keyword(1) |
login |
| Keyword(2) |
password |
| Keyword(3) |
keystroke |
| Keyword(4) |
personal authentication |
| Keyword(5) |
multi-layered neural network |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Eiji Watanabe |
| 1st Author's Affiliation |
Konan University (Konan Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2006-01-24 11:45:00 |
| Presentation Time |
30 minutes |
| Registration for |
NC |
| Paper # |
NC2005-103 |
| Volume (vol) |
vol.105 |
| Number (no) |
no.544 |
| Page |
pp.31-35 |
| #Pages |
5 |
| Date of Issue |
2006-01-17 (NC) |
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