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| Presentation | 2021-03-02 16:25 Security Evaluation of PUF utilizing Unrolled Architecture Yusuke Nozaki, Kensaku Asahi, Masaya Yoshikawa (Meijo Univ.)  ICSS2020-53 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | PUF / Glitch PUF / PRINCE / Deep Neural Network / Modeling Attack / Hardware Security / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 384, ICSS2020-53, pp. 160-165, March 2021. | |
| Paper # | ICSS2020-53 | |
| Date of Issue | 2021-02-22 (ICSS) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | ICSS2020-53 |
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| Conference Information | |
| Committee | ICSS IPSJ-SPT |
| Conference Date | 2021-03-01 - 2021-03-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, Trust, etc. |
| Paper Information | |
| Registration To | ICSS |
| Conference Code | 2021-03-ICSS-SPT |
| Language | Japanese |
| 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 |
| Keyword(7) | |
| Keyword(8) | |
| 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.) |
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| Speaker | Author-1 |
| Date Time | 2021-03-02 16:25:00 |
| Presentation Time | 25 minutes |
| Registration for | ICSS |
| Paper # | ICSS2020-53 |
| Volume (vol) | vol.120 |
| Number (no) | no.384 |
| Page | pp.160-165 |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (ICSS) |
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