| Presentation | 2009-06-18 A study on detection of botnet based on probabilistic dependencies Shintarou MURAKAMI, Hiroki HAMASAKI, Masanori KAWAKITA, Jnu'ichi TAKEUCHI, Katsunari YOSHIOKA, Daisuke INOUE, Masashi ETO, Koji NAKAO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | anomaly detection / Botnet |
| Paper # | IA2009-1,ICSS2009-9 |
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| Conference Information | |
| Committee | IA |
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| Conference Date | 2009/6/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Internet Architecture(IA) |
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| Language | JPN |
| 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 |
| Sub Title (in English) | |
| Keyword(1) | anomaly detection |
| Keyword(2) | Botnet |
| 1st Author's Name | Shintarou MURAKAMI |
| 1st Author's Affiliation | Kyushu Univercity Graduate School of Information Science and Electrical Engineering:Institute of Systems, Information Technologies and Nanotechnologies() |
| 2nd Author's Name | Hiroki HAMASAKI |
| 2nd Author's Affiliation | Kyushu Univercity Graduate School of Information Science and Electrical Engineering:Institute of Systems, Information Technologies and Nanotechnologies |
| 3rd Author's Name | Masanori KAWAKITA |
| 3rd Author's Affiliation | Kyushu Univercity Graduate School of Information Science and Electrical Engineering:Institute of Systems, Information Technologies and Nanotechnologies |
| 4th Author's Name | Jnu'ichi TAKEUCHI |
| 4th Author's Affiliation | Kyushu Univercity Graduate School of Information Science and Electrical Engineering:Institute of Systems, Information Technologies and Nanotechnologies |
| 5th Author's Name | Katsunari YOSHIOKA |
| 5th Author's Affiliation | Yokohama National University, Interdisciplinary Research Center |
| 6th Author's Name | Daisuke INOUE |
| 6th Author's Affiliation | National Institute of Information and Communications Technology |
| 7th Author's Name | Masashi ETO |
| 7th Author's Affiliation | National Institute of Information and Communications Technology |
| 8th Author's Name | Koji NAKAO |
| 8th Author's Affiliation | National Institute of Information and Communications Technology |
| Date | 2009-06-18 |
| Paper # | IA2009-1,ICSS2009-9 |
| Volume (vol) | vol.109 |
| Number (no) | 85 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |