| Presentation | 2021-03-02 Security Evaluation of PUF utilizing Unrolled Architecture Yusuke Nozaki, Kensaku Asahi, Masaya Yoshikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To improve the security of LSI circuit, physically unclonable functions (PUF) have been attracted attention. The glitch PUF has been proposed as one of the most popular PUFs. In recent years, a lightweight cipher PRINCE based glitch PUF (PG PUF) has also been proposed. However, mathematical unclonable, which is an important metric, has not been evaluated in PG PUF. Therefore, this study proposes a new modeling attack for PG PUF in order to evaluate the security of PG PUF. The proposed method predicts the response of PG PUF by utilizing deep neural network (DNN). Experiments using field programmable gate array (FPGA) implemented 3 types of PG PUF, and it evaluated the resistance against modeling attack. Experimental results showed that the specific bits of PG PUF with simple structure were vulnerable against modeling attack. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | PUF / Glitch PUF / PRINCE / Deep Neural Network / Modeling Attack / Hardware Security |
| Paper # | ICSS2020-53 |
| Date of Issue | 2021-02-22 (ICSS) |
| Conference Information | |
| Committee | ICSS / IPSJ-SPT |
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| Conference Date | 2021/3/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, Trust, etc. |
| Chair | Hiroki Takakura(NII) |
| Vice Chair | Katsunari Yoshioka(Yokohama National Univ.) / Kazunori Kamiya(NTT) |
| Secretary | Katsunari Yoshioka(NICT) / Kazunori Kamiya(KDDI labs.) |
| Assistant | Keisuke Kito(Mitsubishi Electric) / Toshihiro Yamauchi(Okayama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication System Security / Special Interest Group on Security Psychology and Trust |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Security Evaluation of PUF utilizing Unrolled Architecture |
| Sub Title (in English) | |
| Keyword(1) | PUF |
| Keyword(2) | Glitch PUF |
| Keyword(3) | PRINCE |
| Keyword(4) | Deep Neural Network |
| Keyword(5) | Modeling Attack |
| Keyword(6) | Hardware Security |
| 1st Author's Name | Yusuke Nozaki |
| 1st Author's Affiliation | Meijo University(Meijo Univ.) |
| 2nd Author's Name | Kensaku Asahi |
| 2nd Author's Affiliation | Meijo University(Meijo Univ.) |
| 3rd Author's Name | Masaya Yoshikawa |
| 3rd Author's Affiliation | Meijo University(Meijo Univ.) |
| Date | 2021-03-02 |
| Paper # | ICSS2020-53 |
| Volume (vol) | vol.120 |
| Number (no) | ICSS-384 |
| Page | pp.pp.160-165(ICSS), |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (ICSS) |