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Paper Abstract and Keywords
Presentation 2016-07-14 15:50
Evaluation of Clustering Analysis Based on Malware Traffic Model
Mitsuhiro Hatada (Waseda Univ./NTT Communications), Tatsuya Mori (Waseda Univ.) ISEC2016-24 SITE2016-18 ICSS2016-24 EMM2016-32
Abstract (in Japanese) (See Japanese page) 
(in English) A vast number of new malware samples have been developed for decades, and antivirus software may fail to detect evasive attacks. If we can identify that the activity of unknown malware is close to the activity of known malware, it is effective to prioritize countermeasure against different unknown malware. In this paper, we aim to build a model of malware traffic model and evaluate clustering analysis by unsupervised learning, DBSCAN.
Keyword (in Japanese) (See Japanese page) 
(in English) Malware / Dynamic analysis / Traffic model / Unsupervised learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 131, ICSS2016-24, pp. 59-64, July 2016.
Paper # ICSS2016-24 
Date of Issue 2016-07-07 (ISEC, SITE, ICSS, EMM) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 ISEC2016-24 SITE2016-18 ICSS2016-24 EMM2016-32

Conference Information
Committee EMM ISEC SITE ICSS IPSJ-CSEC IPSJ-SPT  
Conference Date 2016-07-14 - 2016-07-15 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) security, etc 
Paper Information
Registration To ICSS 
Conference Code 2016-07-EMM-ISEC-SITE-ICSS-CSEC-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Clustering Analysis Based on Malware Traffic Model 
Sub Title (in English)  
Keyword(1) Malware  
Keyword(2) Dynamic analysis  
Keyword(3) Traffic model  
Keyword(4) Unsupervised learning  
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1st Author's Name Mitsuhiro Hatada  
1st Author's Affiliation Waseda University/NTT Communications Corporation (Waseda Univ./NTT Communications)
2nd Author's Name Tatsuya Mori  
2nd Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2016-07-14 15:50:00 
Presentation Time 25 minutes 
Registration for ICSS 
Paper # ISEC2016-24, SITE2016-18, ICSS2016-24, EMM2016-32 
Volume (vol) vol.116 
Number (no) no.129(ISEC), no.130(SITE), no.131(ICSS), no.132(EMM) 
Page pp.59-64 
#Pages
Date of Issue 2016-07-07 (ISEC, SITE, ICSS, EMM) 


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