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Paper Abstract and Keywords
Presentation 2021-03-02 16:25
Security Evaluation of PUF utilizing Unrolled Architecture
Yusuke Nozaki, Kensaku Asahi, Masaya Yoshikawa (Meijo Univ.) ICSS2020-53
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)
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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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