Presentation | 2020-11-06 Lifestyle authentication using the correlation between activity and GPS logs (1) Akira Miyazawa, Tran Phuong Thao, Rie Shigetomi Yamaguchi, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In recent years, lifestyle authentication, which uses personal activity logs to authenticate individuals, has been introduced as an alternative for knowledge-based authentication such as passwords, ownership-based authentication such as physical security keys and inherence-based authentication such as fingerprints. In previous lifestyle authentication studies, most of them used one sensor data retrieved from one device, or multiple sensor data from one device with data fusion methods as a means of individual identification. In this technical report, we propose a new method of lifestyle authentication, which utilizes and combines personal activity data from activity trackers and GPS location data from smartphones, and uses their correlation as an authentication factor. We implemented this method and conducted experiments with real-world individual activity data which was collected by MITHRA project, which is a demonstration experiment of lifestyle authentication. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Lifestyle authentication / GPS / Activity tracker / MITHRA project |
Paper # | ISEC2020-38,SITE2020-35,LOIS2020-18 |
Date of Issue | 2020-10-30 (ISEC, SITE, LOIS) |
Conference Information | |
Committee | LOIS / ISEC / SITE |
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Conference Date | 2020/11/6(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Toru Kobayashi(Nagasaki Univ.) / Shoichi Hirose(Univ. of Fukui) / Masaru Ogawa(Kobe Gakuin Univ.) |
Vice Chair | Hiroyuki Toda(NTT) / Tetsuya Izu(Fujitsu Labs.) / Noboru Kunihiro(Tsukuba Univ.) / Takushi Otani(Kibi International Univ.) / Takeo Tatsumi(Open Univ. of Japan) |
Secretary | Hiroyuki Toda(NTT) / Tetsuya Izu(Nagasaki Univ.) / Noboru Kunihiro(Tsukuba Univ.) / Takushi Otani(Fujitsu Labs.) / Takeo Tatsumi(KDDI Research) |
Assistant | Shigeru Fujimura(NTT) / Kazuki Yoneyama(Ibaraki Univ.) / Daisuke Suzuki(Hokuriku Univ.) / Hideyuki Fujii(NRI-Secure) |
Paper Information | |
Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Lifestyle authentication using the correlation between activity and GPS logs (1) |
Sub Title (in English) | |
Keyword(1) | Lifestyle authentication |
Keyword(2) | GPS |
Keyword(3) | Activity tracker |
Keyword(4) | MITHRA project |
1st Author's Name | Akira Miyazawa |
1st Author's Affiliation | The University of Tokyo(UTokyo) |
2nd Author's Name | Tran Phuong Thao |
2nd Author's Affiliation | The University of Tokyo(UTokyo) |
3rd Author's Name | Rie Shigetomi Yamaguchi |
3rd Author's Affiliation | The University of Tokyo(UTokyo) |
Date | 2020-11-06 |
Paper # | ISEC2020-38,SITE2020-35,LOIS2020-18 |
Volume (vol) | vol.120 |
Number (no) | ISEC-224,SITE-225,LOIS-226 |
Page | pp.pp.37-44(ISEC), pp.37-44(SITE), pp.37-44(LOIS), |
#Pages | 8 |
Date of Issue | 2020-10-30 (ISEC, SITE, LOIS) |