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Paper Abstract and Keywords
Presentation 2018-03-08 13:25
Response Signature Generation method for Detecting Malicious Destinations
Kazuma Shinomiya, Iifan Tyou, Bo Hu, Kazunori Kamiya, Masaki Tanikawa (NTT) ICSS2017-77
Abstract (in Japanese) (See Japanese page) 
(in English) Blacklist is frequently deployed for detecting malware-infected hosts. However, even when request traffic from one host is matched with blacklist, it is not always true that this host is under control of attacker. In many cases, attacker moves to different malicious servers and accessed server no more exists or becomes benign. Another possible case is that infected host does not successfully establish connection with malicious server due to configuration change by attacker.
In this paper, we examine a technique to judge if a communication with the suspicious server is truly malicious or not. Our approach is firstly clustering large amount of malware traffic data with features on both request and response packets, then extracting common request and response patters as response signature by frequent pattern mining. The evaluation result shows that response signature is effective for judging malware-infected hosts in that FPR improves compared with request-only signature.
Keyword (in Japanese) (See Japanese page) 
(in English) Signature / Malware / Clustering / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 481, ICSS2017-77, pp. 157-160, March 2018.
Paper # ICSS2017-77 
Date of Issue 2018-02-28 (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 2018-03-07 - 2018-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Hokubu Koyou Nouryoku Kaihatsu Sougou Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Security, Trust, etc. 
Paper Information
Registration To ICSS 
Conference Code 2018-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Response Signature Generation method for Detecting Malicious Destinations 
Sub Title (in English)  
Keyword(1) Signature  
Keyword(2) Malware  
Keyword(3) Clustering  
1st Author's Name Kazuma Shinomiya  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Iifan Tyou  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Bo Hu  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Kazunori Kamiya  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
5th Author's Name Masaki Tanikawa  
5th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Date Time 2018-03-08 13:25:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2017-77 
Volume (vol) IEICE-117 
Number (no) no.481 
Page pp.157-160 
#Pages IEICE-4 
Date of Issue IEICE-ICSS-2018-02-28 

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