| Presentation | 2018-09-20 Proposal of Continuous Authentication Algorithm DPTM Using Dynamic Biometrics of Keystroke and Mouse Dynamics Takeshi Yamada, Shinya Fukumoto, Masayuki Kashima, Kiminori Sato, Mutsumi Watanabe, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Current computers mostly authenticate only once at login, and continuous authentication after login has not been done. Continuous authentication after logging prevents unauthorized access such as spoofing and improves the security level. In this paper, we propose a continuous authentication algorithm Dynamic Probability Trust Model (DPTM) for continuous authentication even after login.When verification experiment of DPTM was performed using dynamic biometrics of keystroke and mouse dynamics, the equal error rate (EER) became 2.9 %. but by adjusting the parameter, the EER became 0.59 %. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dynamic Probability Trust Model (DPTM) / continuous authentication / dynamic biometrics / eystroke and mouse dynamics |
| Paper # | PRMU2018-42,IBISML2018-19 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
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| Conference Date | 2018/9/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Hisashi Kashima(Kyoto Univ.) |
| Vice Chair | Yoshihisa Ijiri(Omron) / Toru Tamaki(Hiroshima Univ.) / Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Yoshihisa Ijiri(NEC) / Toru Tamaki(Osaka Univ.) / Masashi Sugiyama(Nagoya Inst. of Tech.) / Koji Tsuda(AIST) |
| Assistant | Go Irie(NTT) / Yoshitaka Ushiku(Univ. of Tokyo) / Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of Continuous Authentication Algorithm DPTM Using Dynamic Biometrics of Keystroke and Mouse Dynamics |
| Sub Title (in English) | |
| Keyword(1) | Dynamic Probability Trust Model (DPTM) |
| Keyword(2) | continuous authentication |
| Keyword(3) | dynamic biometrics |
| Keyword(4) | eystroke and mouse dynamics |
| 1st Author's Name | Takeshi Yamada |
| 1st Author's Affiliation | Daiichi Institute of Technology(DIT) |
| 2nd Author's Name | Shinya Fukumoto |
| 2nd Author's Affiliation | Kagoshima University(Kagoshima Univ.) |
| 3rd Author's Name | Masayuki Kashima |
| 3rd Author's Affiliation | Kagoshima University(Kagoshima Univ.) |
| 4th Author's Name | Kiminori Sato |
| 4th Author's Affiliation | Kagoshima University(Kagoshima Univ.) |
| 5th Author's Name | Mutsumi Watanabe |
| 5th Author's Affiliation | Kagoshima University(Kagoshima Univ.) |
| Date | 2018-09-20 |
| Paper # | PRMU2018-42,IBISML2018-19 |
| Volume (vol) | vol.118 |
| Number (no) | PRMU-219,IBISML-220 |
| Page | pp.pp.41-46(PRMU), pp.41-46(IBISML), |
| #Pages | 6 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |