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Paper Abstract and Keywords
Presentation 2014-03-28 14:20
Design of HTTP Communication Profiling for Infected Hosts Detection
Daiki Chiba, Kensuke Nakata, Mitsuaki Akiyama, Kazufumi Aoki, Kazunori Kamiya, Takeshi Yagi (NTT) ICSS2013-84
Abstract (in Japanese) (See Japanese page) 
(in English) Countermeasures against malware should need both prevention and detection of malware infection. Detection of malware-infected hosts includes looking for hosts corresponding to malware communication patterns, predefined from known malware communications or results of dynamic analysis. However, generating patterns from known malware might produce false positives because malware communicates not only with malicious servers but also with benign servers. Therefore, this research has proposed the method to solve the false positive problem with known malware patterns. Our method takes into account both similarity and specificity of HTTP communication patterns. Using real traffic data demonstrates that our method decreases false positives compared to conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Security / Malware / Bot / HTTP Communication / Clustering / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 502, ICSS2013-84, pp. 155-160, March 2014.
Paper # ICSS2013-84 
Date of Issue 2014-03-20 (ICSS) 
ISSN Print edition: ISSN 0913-5685  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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICSS2013-84

Conference Information
Committee ICSS IPSJ-SPT  
Conference Date 2014-03-27 - 2014-03-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Meio Univiersity 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Communication Security, Security Psychology & Trust, etc. 
Paper Information
Registration To ICSS 
Conference Code 2014-03-ICSS-SPT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Design of HTTP Communication Profiling for Infected Hosts Detection 
Sub Title (in English)  
Keyword(1) Security  
Keyword(2) Malware  
Keyword(3) Bot  
Keyword(4) HTTP Communication  
Keyword(5) Clustering  
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1st Author's Name Daiki Chiba  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Kensuke Nakata  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Mitsuaki Akiyama  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Kazufumi Aoki  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
5th Author's Name Kazunori Kamiya  
5th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
6th Author's Name Takeshi Yagi  
6th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Speaker
Date Time 2014-03-28 14:20:00 
Presentation Time 25 
Registration for ICSS 
Paper # IEICE-ICSS2013-84 
Volume (vol) IEICE-113 
Number (no) no.502 
Page pp.155-160 
#Pages IEICE-6 
Date of Issue IEICE-ICSS-2014-03-20 


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