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| 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 |
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| 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. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | / / / / / / / | |
| 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 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 | IA2009-1 ICSS2009-9 |
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| 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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