| Presentation | 2010-06-17 A data screening technique for network log data by frequent sequential pattern mining Hisashi TSURUTA, Takayoshi SHOUDAI, Jun'ichi TAKEUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To early detect and defend the threats in the Internet caused by botnet, darknet monitoring is very important to understand various botnet activities. However, common illegal accesses by ordinary malwares makes such detection difficult. In this paper, in order to remove such accesses by ordinary malwares from the results of network monitoring, we propose a data screening method based on finding frequent sequential patterns which appear in given traffic data. Besides, we apply our method to traffic data observed in darknet and report the results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Incident Detection / Frequent Pattern Mining / Sequential Pattern / Data Screening / Darknet Monitoring |
| Paper # | IA2010-2,ICSS2010-2 |
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| Conference Information | |
| Committee | IA |
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| Conference Date | 2010/6/10(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 data screening technique for network log data by frequent sequential pattern mining |
| Sub Title (in English) | |
| Keyword(1) | Incident Detection |
| Keyword(2) | Frequent Pattern Mining |
| Keyword(3) | Sequential Pattern |
| Keyword(4) | Data Screening |
| Keyword(5) | Darknet Monitoring |
| 1st Author's Name | Hisashi TSURUTA |
| 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 | Takayoshi SHOUDAI |
| 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 | Jun'ichi TAKEUCHI |
| 3rd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University:Institute of Systems, Information Technologies and Nanotechnologies (ISIT) |
| Date | 2010-06-17 |
| Paper # | IA2010-2,ICSS2010-2 |
| Volume (vol) | vol.110 |
| Number (no) | 78 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |