Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2022-03-04 13:45
Evaluation of Trojan Detector for AI Hardware
Shu Takemoto, Yoshiya Ikezaki, Yusuke Nozaki, Masaya Yoshikawa (Meijo Univ.) CAS2021-94 CS2021-96
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, AI edge computing has been expanding to realize real-time inference by implementing AI models on edge devices.Also, high-level synthesis is important for optimizing the implementation of AI models and peripheral circuits in hardware. On the other hand, the threat of hardware Trojan have been reported in hardware implementations. Therefore, several detection methods focusing on the netlist of the hardware description language have been proposed. However, the detection models have not been sufficiently evaluated for the hardware trojans generated by high-level synthesis. This study implements several detection networks for hardware Trojan detection methods oriented to high-level synthesis of AI models, and evaluate more accurate detection models oriented to AI hardware Trojan. Evaluation experiments reveal a network that can achieve higher detection rates than conventional methods. This study also discusses a versatile detection architecture for various hardware Trojan.
Keyword (in Japanese) (See Japanese page) 
(in English) Hardware Security / Hardware Trojan / High-Lebel Synthesis / AI Hardware / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 394, CAS2021-94, pp. 106-111, March 2022.
Paper # CAS2021-94 
Date of Issue 2022-02-24 (CAS, CS) 
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 CAS2021-94 CS2021-96

Conference Information
Committee CAS CS  
Conference Date 2022-03-03 - 2022-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network processor, Signal processing and circuits for communications, Wireless LAN / PAN, etc. 
Paper Information
Registration To CAS 
Conference Code 2022-03-CAS-CS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Trojan Detector for AI Hardware 
Sub Title (in English)  
Keyword(1) Hardware Security  
Keyword(2) Hardware Trojan  
Keyword(3) High-Lebel Synthesis  
Keyword(4) AI Hardware  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Shu Takemoto  
1st Author's Affiliation Meijo University (Meijo Univ.)
2nd Author's Name Yoshiya Ikezaki  
2nd Author's Affiliation Meijo University (Meijo Univ.)
3rd Author's Name Yusuke Nozaki  
3rd Author's Affiliation Meijo University (Meijo Univ.)
4th Author's Name Masaya Yoshikawa  
4th Author's Affiliation Meijo University (Meijo Univ.)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2022-03-04 13:45:00 
Presentation Time 25 minutes 
Registration for CAS 
Paper # CAS2021-94, CS2021-96 
Volume (vol) vol.121 
Number (no) no.394(CAS), no.395(CS) 
Page pp.106-111 
#Pages 6 
Date of Issue 2022-02-24 (CAS, CS) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan