Paper Abstract and Keywords |
Presentation |
2020-10-26 15:20
Hardware Trojan using LUT Structure of AI Inference Devices Yusuke Nozaki, Shu Takemoto, Yoshiya Ikezaki, Masaya Yoshikawa (Meijo Univ.) HWS2020-36 ICD2020-25 Link to ES Tech. Rep. Archives: ICD2020-25 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The artificial intelligence (AI) technology has been attracted attention in several fields. On the other hand, security issues for AI system are pointed out; therefore, the trusted AI is required. To establish the countermeasure against malicious attacks for AI, it is important to evaluate the vulnerability of AI system. This study proposes a new hardware Trojan (HT) for AI inference devices. The proposed HT manipulates inference results by actuating with an arbitrary input which is set by the attacker. The proposed HT can be implemented without area overhead, by focusing the lookup table (LUT) structure in field programmable gate array (FPGA). Experimental results showed that the proposed HT could manipulate inference results and it could be implemented without area overhead. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Hardware Trojan / AI Security / FPGA / Hardware Security / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 211, HWS2020-36, pp. 65-70, Oct. 2020. |
Paper # |
HWS2020-36 |
Date of Issue |
2020-10-19 (HWS, ICD) |
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 |
HWS2020-36 ICD2020-25 Link to ES Tech. Rep. Archives: ICD2020-25 |
Conference Information |
Committee |
ICD HWS |
Conference Date |
2020-10-26 - 2020-10-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Hardware Security, etc. |
Paper Information |
Registration To |
HWS |
Conference Code |
2020-10-ICD-HWS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Hardware Trojan using LUT Structure of AI Inference Devices |
Sub Title (in English) |
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Hardware Trojan |
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AI Security |
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FPGA |
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Hardware Security |
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1st Author's Name |
Yusuke Nozaki |
1st Author's Affiliation |
Meijo University (Meijo Univ.) |
2nd Author's Name |
Shu Takemoto |
2nd Author's Affiliation |
Meijo University (Meijo Univ.) |
3rd Author's Name |
Yoshiya Ikezaki |
3rd Author's Affiliation |
Meijo University (Meijo Univ.) |
4th Author's Name |
Masaya Yoshikawa |
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Meijo University (Meijo Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-10-26 15:20:00 |
Presentation Time |
25 minutes |
Registration for |
HWS |
Paper # |
HWS2020-36, ICD2020-25 |
Volume (vol) |
vol.120 |
Number (no) |
no.211(HWS), no.212(ICD) |
Page |
pp.65-70 |
#Pages |
6 |
Date of Issue |
2020-10-19 (HWS, ICD) |
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