| Presentation | 2015-10-25 A Study of the Judging Methods using the Machine Learning in Authentication System using the Mouse Operation Trajectory Akito Itakura, Yoshihiro Kita, Mirang Park, Naonobu Okazaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The authentication systems using operation trajectory by the mouse are reported. These methods have the low authentication accuracy, as compared with other biometrics authentication. In this paper, the mouse operation is stabilized by the mouse pad which are drawn the lines for operation supporting, and, our system learns the behavioral features of users by machine leanings for judging the user. We expects the practical application of the authentication methods using the mouse operation trajectory by the improvement of authentication accuracy by our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mouse operation trajectory / Authentication / Self-organizing map / Support vector machine |
| Paper # | BioX2015-29,MBE2015-40,NC2015-24 |
| Date of Issue | 2015-10-18 (BioX, MBE, NC) |
| Conference Information | |
| Committee | MBE / BioX / NC |
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| Conference Date | 2015/10/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Electro-Communication University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) / Masakatsu Nishigaki(Shizuoka Univ.) / Toshimichi Saito(Hosei Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) / Kazuhiko Sumi(Aoyama Gakuin Univ.) / Akira Otsuka(AIST) / Shigeo Sato(Tohoku Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) / Kazuhiko Sumi(Kogakuin Univ.) / Akira Otsuka(Toyama Pref. Univ.) / Shigeo Sato(NEC) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) / Tetsushi Ohki(AIST) / Nobuyuki Nishiuchi(Tokyo Metropolitan Univ.) / Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Biometrics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of the Judging Methods using the Machine Learning in Authentication System using the Mouse Operation Trajectory |
| Sub Title (in English) | |
| Keyword(1) | Mouse operation trajectory |
| Keyword(2) | Authentication |
| Keyword(3) | Self-organizing map |
| Keyword(4) | Support vector machine |
| 1st Author's Name | Akito Itakura |
| 1st Author's Affiliation | Tokyo University of Technology(Tokyo Univ. of Tech.) |
| 2nd Author's Name | Yoshihiro Kita |
| 2nd Author's Affiliation | Tokyo University of Technology(Tokyo Univ. of Tech.) |
| 3rd Author's Name | Mirang Park |
| 3rd Author's Affiliation | Kanagawa Institute of Technology(Kanagawa Institute of Tech.) |
| 4th Author's Name | Naonobu Okazaki |
| 4th Author's Affiliation | University of Miyazaki(Univ. of Miyazaki) |
| Date | 2015-10-25 |
| Paper # | BioX2015-29,MBE2015-40,NC2015-24 |
| Volume (vol) | vol.115 |
| Number (no) | BioX-266,MBE-267,NC-268 |
| Page | pp.pp.43-46(BioX), pp.43-46(MBE), pp.43-46(NC), |
| #Pages | 4 |
| Date of Issue | 2015-10-18 (BioX, MBE, NC) |