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Paper Abstract and Keywords
Presentation 2019-03-07 13:55
Period Analysis for Visualization of Industrial Network
Hiroki Nagayama, Hu Bo, Kazunori Kamiya, Shingo Kashima, Masaki Tanikawa (NTT) ICSS2018-88
Abstract (in Japanese) (See Japanese page) 
(in English) Since communications of the industrial network have strong periodicity, profiling the period of communications between different devices and detecting period shifts is effective for specifying device reconfigurations or malware communication. However, the Fourier transform and the autocorrelation function which have been widely used in the period analysis of the network have difficulty in extracting the period from the time series data represented by pulse signals, such as existence of communication at each time. Moreover, due to diversified sensors designed for different purposes and the best-effort nature of IP networks, mixed periods and packet jitters become a challenge in periodicity analysis. In this research, we propose a method to automatically extract communication period of industrial networks by leveraging a period estimation method used for radar pulse measurement. We also propose a method to suppress the effects of noise and jitters. Through experimental results, we demonstrated that the proposal can extract the communication period with higher accuracy and with shorter processing time than the conventional method.
Keyword (in Japanese) (See Japanese page) 
(in English) Industrial network / SCADA / network visualization / period analysis / signal processing / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 486, ICSS2018-88, pp. 173-178, March 2019.
Paper # ICSS2018-88 
Date of Issue 2019-02-28 (ICSS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 ICSS IPSJ-SPT  
Conference Date 2019-03-07 - 2019-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) NICT Okinawa Electromagnetic Technology Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Security, etc. 
Paper Information
Registration To ICSS 
Conference Code 2019-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Period Analysis for Visualization of Industrial Network 
Sub Title (in English)  
Keyword(1) Industrial network  
Keyword(2) SCADA  
Keyword(3) network visualization  
Keyword(4) period analysis  
Keyword(5) signal processing  
1st Author's Name Hiroki Nagayama  
1st Author's Affiliation Nippon Telegraph and Telephone (NTT)
2nd Author's Name Hu Bo  
2nd Author's Affiliation Nippon Telegraph and Telephone (NTT)
3rd Author's Name Kazunori Kamiya  
3rd Author's Affiliation Nippon Telegraph and Telephone (NTT)
4th Author's Name Shingo Kashima  
4th Author's Affiliation Nippon Telegraph and Telephone (NTT)
5th Author's Name Masaki Tanikawa  
5th Author's Affiliation Nippon Telegraph and Telephone (NTT)
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Date Time 2019-03-07 13:55:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2018-88 
Volume (vol) IEICE-118 
Number (no) no.486 
Page pp.173-178 
#Pages IEICE-6 
Date of Issue IEICE-ICSS-2019-02-28 

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