| 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 | 2019-11-01 16:00 A Study of Hardware Trojan Detection Method using Deep Learning in Asynchronous Circuits Hikaru Inafune, Masashi Imai (Hirosaki Univ.)  HWS2019-63 ICD2019-24 Link to ES Tech. Rep. Archives: ICD2019-24 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | There are typically two timing methods in VLSI designs known as synchronous circuits which use a global clock and asynchronous circuits which are based on the request-and-acknowledge handshaking protocols. In this paper, we show the effectiveness of using the appropriate feature values for asynchronous circuits in order to detect asynchronous hardware Trojans based on the deep learning methods at the netlist design phase. We show that the deep learning method to detect synchronous hardware Trojan nets is also effective to detect asynchronous hardware Trojan nets by using asynchronous hardware Trojan circuits at the training phase. We also show that the appropriate feature values to detect asynchronous hardware Trojans have a great potential to increase the performance of the classifiers. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Asynchronous Circuits / Hardware Trojan / Deep Learning / Hardware Trojan Detection Method / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 260, HWS2019-63, pp. 35-40, Nov. 2019. | |
| Paper # | HWS2019-63 | |
| Date of Issue | 2019-10-25 (HWS, ICD) | |
| ISSN | Print edition: ISSN 0913-5685 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 | HWS2019-63 ICD2019-24 Link to ES Tech. Rep. Archives: ICD2019-24 |
|
| Conference Information | |
| Committee | HWS ICD |
| Conference Date | 2019-11-01 - 2019-11-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | DNP Namba SS Bld. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Hardware Security, etc. |
| Paper Information | |
| Registration To | HWS |
| Conference Code | 2019-11-HWS-ICD |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Hardware Trojan Detection Method using Deep Learning in Asynchronous Circuits |
| Sub Title (in English) | |
| Keyword(1) | Asynchronous Circuits |
| Keyword(2) | Hardware Trojan |
| Keyword(3) | Deep Learning |
| Keyword(4) | Hardware Trojan Detection Method |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hikaru Inafune |
| 1st Author's Affiliation | Hirosaki University (Hirosaki Univ.) |
| 2nd Author's Name | Masashi Imai |
| 2nd Author's Affiliation | Hirosaki University (Hirosaki Univ.) |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 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 | () |
| Speaker | Author-2 |
| Date Time | 2019-11-01 16:00:00 |
| Presentation Time | 25 minutes |
| Registration for | HWS |
| Paper # | HWS2019-63, ICD2019-24 |
| Volume (vol) | vol.119 |
| Number (no) | no.260(HWS), no.261(ICD) |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2019-10-25 (HWS, ICD) |
[Return to Top Page]