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Paper Abstract and Keywords
Presentation 2009-06-18 10:20
A study on detection of botnet based on probabilistic dependencies
Shintaro Murakami, Hiroki Hamasaki, Masanori Kawakita, Jun'ichi Takeuchi (Kyushu Univ/ISIT), Katsunari Yoshioka (Yokohama National Univ.), Daisuke Inoue, Masashi Eto, Koji Nakao (NICT) IA2009-1 ICSS2009-9
Abstract (in Japanese) (See Japanese page) 
(in English) Damage by malware is becoming more serious. Especally, bots, which are a kind of malware, are a great problem these days. Bots comprise a network called botnets and attack all together under control of attackers. There are a lot of subspecies of bots, because making them is easy. Therefore, detection of bots by the signature match is difficult. In this paper, we focus on synchronized activities of bots and assume that the traffic data of hosts composing a botnet depends on each other. We regard a change of dependencies of hosts as an anomaly, and ivestigate how to detect botnets by anomaly detection.
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Reference Info. IEICE Tech. Rep., vol. 109, no. 85, IA2009-1, pp. 1-6, June 2009.
Paper # IA2009-1 
Date of Issue 2009-06-11 (IA, ICSS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 IA2009-1 ICSS2009-9

Conference Information
Committee IA ICSS  
Conference Date 2009-06-18 - 2009-06-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Internet Security, etc. 
Paper Information
Registration To IA 
Conference Code 2009-06-IA-ICSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on detection of botnet based on probabilistic dependencies 
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1st Author's Name Shintaro Murakami  
1st Author's Affiliation Kyushu University/Institute of Systems,Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
2nd Author's Name Hiroki Hamasaki  
2nd Author's Affiliation Kyushu University/Institute of Systems,Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
3rd Author's Name Masanori Kawakita  
3rd Author's Affiliation Kyushu University/Institute of Systems,Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
4th Author's Name Jun'ichi Takeuchi  
4th Author's Affiliation Kyushu University/Institute of Systems,Information Technologies and Nanotechnologies (Kyushu Univ/ISIT)
5th Author's Name Katsunari Yoshioka  
5th Author's Affiliation Yokohama National University (Yokohama National Univ.)
6th Author's Name Daisuke Inoue  
6th Author's Affiliation National Institute of Information and Communication Technology (NICT)
7th Author's Name Masashi Eto  
7th Author's Affiliation National Institute of Information and Communication Technology (NICT)
8th Author's Name Koji Nakao  
8th Author's Affiliation National Institute of Information and Communication Technology (NICT)
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Speaker Author-2 
Date Time 2009-06-18 10:20:00 
Presentation Time 25 minutes 
Registration for IA 
Paper # IA2009-1, ICSS2009-9 
Volume (vol) vol.109 
Number (no) no.85(IA), no.86(ICSS) 
Page pp.1-6 
#Pages 6 
Date of Issue 2009-06-11 (IA, ICSS) 

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