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| Presentation | 2021-07-19 11:20 Fake Command Attack Detection of industrial Control System with SVM Yuki Harada, Yuichi Futa (TUT), Hiroyuki Okazaki (Shinshu Univ.)  ISEC2021-15 SITE2021-9 BioX2021-16 HWS2021-15 ICSS2021-20 EMM2021-20 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, industrial control systems (ICS) are introduced TCP/IP protocol and connect internet via office network. Security threats to ICS are increasing. Malicious attacks against ICS have many types. It is difficult to detect multiple attacks using a detection method for single attacks. Therefore, it is necessary to combine multiple detection methods. In this paper, we focus a fake command in control network that is one of the malicious attack against factory network. We use attack detection methods using One Class SVM. We introduce TCP port replacements and multiple filters to improve the effect of One Class SVM. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | ICS / attack detection / One Class SVM / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 118, ISEC2021-15, pp. 35-40, July 2021. | |
| Paper # | ISEC2021-15 | |
| Date of Issue | 2021-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) | |
| 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 | ISEC2021-15 SITE2021-9 BioX2021-16 HWS2021-15 ICSS2021-20 EMM2021-20 |
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| Conference Information | |
| Committee | BioX ISEC SITE ICSS EMM HWS IPSJ-CSEC IPSJ-SPT |
| Conference Date | 2021-07-19 - 2021-07-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | ISEC |
| Conference Code | 2021-07-BioX-ISEC-SITE-ICSS-EMM-HWS-CSEC-SPT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fake Command Attack Detection of industrial Control System with SVM |
| Sub Title (in English) | |
| Keyword(1) | ICS |
| Keyword(2) | attack detection |
| Keyword(3) | One Class SVM |
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| 1st Author's Name | Yuki Harada |
| 1st Author's Affiliation | Tokyo University of Technology Graduate School (TUT) |
| 2nd Author's Name | Yuichi Futa |
| 2nd Author's Affiliation | Tokyo University of Technology (TUT) |
| 3rd Author's Name | Hiroyuki Okazaki |
| 3rd Author's Affiliation | Shinshu University (Shinshu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2021-07-19 11:20:00 |
| Presentation Time | 25 minutes |
| Registration for | ISEC |
| Paper # | ISEC2021-15, SITE2021-9, BioX2021-16, HWS2021-15, ICSS2021-20, EMM2021-20 |
| Volume (vol) | vol.121 |
| Number (no) | no.118(ISEC), no.119(SITE), no.120(BioX), no.121(HWS), no.122(ICSS), no.123(EMM) |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2021-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
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