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Paper Abstract and Keywords
Presentation 2018-09-07 10:45
A Study of Scanning Hosts Classification Mechanism in IP Backbone Networks
Yukihiro Togari, Hisashi Kojima, Takeshi Kuwahara (NTT) NS2018-102
Abstract (in Japanese) (See Japanese page) 
(in English) We have researched a lightweight scan detection mechanism in the IP backbone networks. However, the existing mechanism cannot determine which malware causes scans, it is hard to give priority to which infected host we should cope with.
In this paper, we propose a novel classification method of the infected hosts in order to specify kind of malwares in the IP backbone networks. In the proposed method, the infected hosts are grouped into some clusters with similar characteristics of scan information such as the number of destination addresses, kind of protocols and port numbers. Network operators are easily able to distinguish the infected hosts with high risk and cope with them in advance. We show the efficiency of the proposed method by simulation.
Keyword (in Japanese) (See Japanese page) 
(in English) Network Security / Clustering / Traffic Analysis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 206, NS2018-102, pp. 83-88, Sept. 2018.
Paper # NS2018-102 
Date of Issue 2018-08-30 (NS) 
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 NS2018-102

Conference Information
Committee IN NS CS NV  
Conference Date 2018-09-06 - 2018-09-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Research Institute of Electrical Communication, Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Session Management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future Networks, Cloud/Data Center Networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine Learning, etc. 
Paper Information
Registration To NS 
Conference Code 2018-09-IN-NS-CS-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Scanning Hosts Classification Mechanism in IP Backbone Networks 
Sub Title (in English)  
Keyword(1) Network Security  
Keyword(2) Clustering  
Keyword(3) Traffic Analysis  
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1st Author's Name Yukihiro Togari  
1st Author's Affiliation nippon telegraph and telephone corporation (NTT)
2nd Author's Name Hisashi Kojima  
2nd Author's Affiliation nippon telegraph and telephone corporation (NTT)
3rd Author's Name Takeshi Kuwahara  
3rd Author's Affiliation nippon telegraph and telephone corporation (NTT)
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Speaker Author-1 
Date Time 2018-09-07 10:45:00 
Presentation Time 25 minutes 
Registration for NS 
Paper # NS2018-102 
Volume (vol) vol.118 
Number (no) no.206 
Page pp.83-88 
#Pages 6 
Date of Issue 2018-08-30 (NS) 

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