| Presentation | 2011-03-04 User Authentication Using Neural Network Based on Keystroke Characteristics Keishi SAKURAI, Takao MIYAMOTO, Shigeki AOKI, Motoi IWATA, Akira SHIOZAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Keystroke / Neural network / User authentication |
| Paper # | IT2010-101,ISEC2010-105,WBS2010-80 |
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| Conference Information | |
| Committee | ISEC |
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| Conference Date | 2011/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information Security (ISEC) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Keishi SAKURAI |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University() |
| 2nd Author's Name | Takao MIYAMOTO |
| 2nd Author's Affiliation | Faculty of Liberal Arts and Science, Osaka Prefecture University |
| 3rd Author's Name | Shigeki AOKI |
| 3rd Author's Affiliation | Faculty of Liberal Arts and Science, Osaka Prefecture University |
| 4th Author's Name | Motoi IWATA |
| 4th Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 5th Author's Name | Akira SHIOZAKI |
| 5th Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| Date | 2011-03-04 |
| Paper # | IT2010-101,ISEC2010-105,WBS2010-80 |
| Volume (vol) | vol.110 |
| Number (no) | 443 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |