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Paper Abstract and Keywords
Presentation 2020-03-07 10:55
Causes of Entropy Loss on Non-IID PUFs and their Entropy Estimations (2)
Mitsuru Shiozaki (Ritsumeikan Univ.), Yohei Hori (AIST), Shunsuke Okura, Masayoshi Shirahata, Takeshi Fujino (Ritsumeikan Univ.) VLD2019-139 HWS2019-112
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, evaluation items and evaluation schemes of Physically Unclonable Functions (PUFs) are discussed in international standardization activities. When PUFs are applied to applications such as key generation, min-entropy estimation is essential. However, few studies have focused on non-independent and identically distributed (IID) PUFs. In this paper, we propose a method to estimate the entropy of the multiple sources, which is one of the entropy-loss causes and makes responses non-IID. The min-entropy of our CMOS image sensor with a PUF (CIS PUF) is estimated as a case study. In addition, when the pairwise comparison is applied to our CIS PUF, we discuss how much entropy our CIS PUF has.
Keyword (in Japanese) (See Japanese page) 
(in English) Physically Unclonable Function (PUF) / Min-Entropy / CMOS image sensor with a PUF (CIS PUF) / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 444, HWS2019-112, pp. 263-268, March 2020.
Paper # HWS2019-112 
Date of Issue 2020-02-26 (VLD, HWS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 HWS VLD  
Conference Date 2020-03-04 - 2020-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Ken Seinen Kaikan 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Design Technology for System-on-Silicon, Hardware Security, etc. 
Paper Information
Registration To HWS 
Conference Code 2020-03-HWS-VLD 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Causes of Entropy Loss on Non-IID PUFs and their Entropy Estimations (2) 
Sub Title (in English)  
Keyword(1) Physically Unclonable Function (PUF)  
Keyword(2) Min-Entropy  
Keyword(3) CMOS image sensor with a PUF (CIS PUF)  
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1st Author's Name Mitsuru Shiozaki  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Yohei Hori  
2nd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
3rd Author's Name Shunsuke Okura  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
4th Author's Name Masayoshi Shirahata  
4th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
5th Author's Name Takeshi Fujino  
5th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2020-03-07 10:55:00 
Presentation Time 25 minutes 
Registration for HWS 
Paper # VLD2019-139, HWS2019-112 
Volume (vol) vol.119 
Number (no) no.443(VLD), no.444(HWS) 
Page pp.263-268 
#Pages
Date of Issue 2020-02-26 (VLD, HWS) 


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