| Presentation | 2018-12-06 Secure PUF Authentication Method against Machine Learning Attack Yusuke Nozaki, Masaya Yoshikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It has been reported that the challenge and response authentication, which is a typical PUF authentication method, is vulnerable to machine learning attacks. Therefore, resistant-PUFs, which expand the structure of the conventional PUFs, have been proposed. However, the resistant-PUFs increase the circuit area due to the expansion of PUFs. Therefore, this study proposes a new secure PUF authentication method using secret sharing schemes. The proposed method utilizes distribution values, which are generated by the response regarded as the secret value, for authentication. Thus, the proposed method improves the resistance against machine learning attacks. Moreover, the proposed method can suppress the area overhead because it does not need the expansion for the PUF structure. Simulation experiments showed that the proposed method could improve the security of PUFs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | PUF / Machine Learning Attack / Authentication / Secret Sharing Scheme / Hardware Security |
| Paper # | VLD2018-49,DC2018-35 |
| Date of Issue | 2018-11-28 (VLD, DC) |
| Conference Information | |
| Committee | VLD / DC / CPSY / RECONF / CPM / ICD / IE / IPSJ-SLDM / IPSJ-EMB / IPSJ-ARC |
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| Conference Date | 2018/12/5(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Satellite Campus Hiroshima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Design Gaia 2018 -New Field of VLSI Design- |
| Chair | Noriyuki Minegishi(Mitsubishi Electric) / Satoshi Fukumoto(Tokyo Metropolitan Univ.) / Koji Nakano(Hiroshima Univ.) / Masato Motomura(Hokkaido Univ.) / Fumihiko Hirose(Yamagata Univ.) / Hideto Hidaka(Renesas) / Takayuki Hamamoto(Tokyo Univ. of Science) / Yutaka Tamiya(Fujitsu Laboratories) / 渡辺 晴美(東海大) / 井上 弘士(九大) |
| Vice Chair | Nozomu Togawa(Waseda Univ.) / Hiroshi Takahashi(Ehime Univ.) / Hidetsugu Irie(Univ. of Tokyo) / Takashi Miyoshi(Fujitsu) / Yuichiro Shibata(Nagasaki Univ.) / Kentaro Sano(RIKEN) / Mayumi Takeyama(Kitami Inst. of Tech.) / Makoto Nagata(Kobe Univ.) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) |
| Secretary | Nozomu Togawa(NTT) / Hiroshi Takahashi(Aizu Univ.) / Hidetsugu Irie(Tokyo Inst. of Tech.) / Takashi Miyoshi(Nihon Univ.) / Yuichiro Shibata(Utsunomiya Univ.) / Kentaro Sano(Hokkaido Univ.) / Mayumi Takeyama(Hiroshima City Univ.) / Makoto Nagata(e-trees.Japan) / Hideaki Kimata(Toyohashi Univ. of Tech.) / Kazuya Kodama(NTT) / (Panasonic) / (Tohoku Univ.) / (KDDI Research) |
| Assistant | / / Yasuaki Ito(Hiroshima Univ.) / Tomoaki Tsumura(Nagoya Inst. of Tech.) / Yuuki Kobayashi(NEC) / Hiroki Nakahara(Tokyo Inst. of Tech.) / Yasuo Kimura(Tokyo Univ. of Tech.) / Hideki Nakazawa(Hirosaki Univ.) / Tomoaki Terasako(Ehime Univ.) / Hiroyuki Ito(Tokyo Inst. of Tech.) / Masatoshi Tsuge(Socionext) / Tetsuya Hirose(Kobe Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Hiroe Iwasaki(NTT) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Dependable Computing / Technical Committee on Computer Systems / Technical Committee on Reconfigurable Systems / Technical Committee on Component Parts and Materials / Technical Committee on Integrated Circuits and Devices / Technical Committee on Image Engineering / Special Interest Group on System and LSI Design Methodology / Special Interest Group on Embedded Systems / Special Interest Group on System Architecture |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Secure PUF Authentication Method against Machine Learning Attack |
| Sub Title (in English) | |
| Keyword(1) | PUF |
| Keyword(2) | Machine Learning Attack |
| Keyword(3) | Authentication |
| Keyword(4) | Secret Sharing Scheme |
| Keyword(5) | Hardware Security |
| 1st Author's Name | Yusuke Nozaki |
| 1st Author's Affiliation | Meijo University(Meijo Univ.) |
| 2nd Author's Name | Masaya Yoshikawa |
| 2nd Author's Affiliation | Meijo University(Meijo Univ.) |
| Date | 2018-12-06 |
| Paper # | VLD2018-49,DC2018-35 |
| Volume (vol) | vol.118 |
| Number (no) | VLD-334,DC-335 |
| Page | pp.pp.77-82(VLD), pp.77-82(DC), |
| #Pages | 6 |
| Date of Issue | 2018-11-28 (VLD, DC) |