| Presentation | 2019-03-13 [Poster Presentation] Identification of Analog Devices Based Machine Learning Kazuma Tomitsuka, Shohei Hujimaki, Hyunho Kang, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | I began researching to propose a method to extract Physical Un-clonable Function (PUF) from analog parts by investigating research that had been limited to the study of the PUF of digital parts. For this time, we aimed to discover noteworthy points as feature quantities necessary for extracting PUF. We showed that the feature points are useful by making individual judgments using this feature quantity. As a result, we noticed that we should pay attention to the frequency axis in order to extract the PUF, since high precision was realized by focusing on the frequency axis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Physical Un-clonable Function / Analog component / Machine learning / Frequency analysis |
| Paper # | EMM2018-93 |
| Date of Issue | 2019-03-06 (EMM) |
| Conference Information | |
| Committee | EMM |
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| Conference Date | 2019/3/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | TBD |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image and Sound Quality, Metrics for Perception and Recognition, Human Auditory and Visual System, etc. |
| Chair | Keiichi Iwamura(TUC) |
| Vice Chair | Minoru Kuribayashi(Okayama Univ.) / Tetsuya Kojima(NIT,Tokyo College) |
| Secretary | Minoru Kuribayashi(NIT, Tokyo) / Tetsuya Kojima(Tyukyo Univ.) |
| Assistant | Hiroko Akiyama(NIT, Nagano College) / キタヒロ カネダ(CANON) |
| Paper Information | |
| Registration To | Technical Committee on Enriched MultiMedia |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Identification of Analog Devices Based Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | Physical Un-clonable Function |
| Keyword(2) | Analog component |
| Keyword(3) | Machine learning |
| Keyword(4) | Frequency analysis |
| 1st Author's Name | Kazuma Tomitsuka |
| 1st Author's Affiliation | National Institute of Technology, Tokyo College(NITTC) |
| 2nd Author's Name | Shohei Hujimaki |
| 2nd Author's Affiliation | National Institute of Technology, Tokyo College(NITTC) |
| 3rd Author's Name | Hyunho Kang |
| 3rd Author's Affiliation | National Institute of Technology, Tokyo College(NITTC) |
| Date | 2019-03-13 |
| Paper # | EMM2018-93 |
| Volume (vol) | vol.118 |
| Number (no) | EMM-494 |
| Page | pp.pp.13-16(EMM), |
| #Pages | 4 |
| Date of Issue | 2019-03-06 (EMM) |