| Presentation | 2015-03-03 Bonnet Detection Using Anomaly Detection Based on Sparse Structure Learning Shu MUKAI, Yuki KAWAMURA, Masanori KAWAKITA, Jun'ichi TAKEUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, damages caused by botnet become a major problem in the Internet. Hamasaki et al. paid attention to cooperative relationship between hosts using darknet data, and developed a botnet detection engine using anomaly detection based on sparse structure learning. Although this engine could detect botnets, there were some problems in this engine. In this paper, we propose solutions to those problems, including visualization of the cooperative relationship affected hosts. Further, we show analysis results of recent real data by our method, in which some botnets were detected. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | botnet / darknet / sparse structure learning / moving average |
| Paper # | IT2014-92,ISEC2014-105,WBS2014-84 |
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| Conference Information | |
| Committee | ISEC |
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| Conference Date | 2015/2/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information Security (ISEC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Bonnet Detection Using Anomaly Detection Based on Sparse Structure Learning |
| Sub Title (in English) | |
| Keyword(1) | botnet |
| Keyword(2) | darknet |
| Keyword(3) | sparse structure learning |
| Keyword(4) | moving average |
| 1st Author's Name | Shu MUKAI |
| 1st Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University:Institute of Systems, Information Technologies and Nanotechnologies (ISIT)() |
| 2nd Author's Name | Yuki KAWAMURA |
| 2nd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University:Institute of Systems, Information Technologies and Nanotechnologies (ISIT) |
| 3rd Author's Name | Masanori KAWAKITA |
| 3rd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University:Institute of Systems, Information Technologies and Nanotechnologies (ISIT) |
| 4th Author's Name | Jun'ichi TAKEUCHI |
| 4th Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University:Institute of Systems, Information Technologies and Nanotechnologies (ISIT) |
| Date | 2015-03-03 |
| Paper # | IT2014-92,ISEC2014-105,WBS2014-84 |
| Volume (vol) | vol.114 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |