| Presentation | 2012-03-16 A Behavior-based Detection Method for Outbreaks of Low-rate Attacks Yaokai FENG, Yoshiaki HORI, Kouichi SAKURAI, Jun'ichi TAKEUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Low-rate attacks can conceal their traffic because they are very much like normal communication. Thus, although a number of volume-based detection techniques that monitor the aggregate or per link traffic load of a network are able to identify anomalies that trigger significant traffic volume changes, they are not applicable to low-rate attacks. Because of this, the problem of low-rate attacks has been attracting many researchers in the community of network security. In this study, we propose for the first time a method based on the normal traffic mode for detecting outbreaks of low-rate attacks. Some behavior-based approaches have been proposed for anomaly detections. They, however, are not able to be used for low-rate attacks. The experimental result indicates our proposal is efficient. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Anomaly detection / Low-rate attack / behavior-based / normal behavior mode |
| Paper # | ICSS2011-45 |
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| Conference Information | |
| Committee | ICSS |
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| Conference Date | 2012/3/9(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 and Communication System Security (ICSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Behavior-based Detection Method for Outbreaks of Low-rate Attacks |
| Sub Title (in English) | |
| Keyword(1) | Anomaly detection |
| Keyword(2) | Low-rate attack |
| Keyword(3) | behavior-based |
| Keyword(4) | normal behavior mode |
| 1st Author's Name | Yaokai FENG |
| 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 | Yoshiaki HORI |
| 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 | Kouichi SAKURAI |
| 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 | 2012-03-16 |
| Paper # | ICSS2011-45 |
| Volume (vol) | vol.111 |
| Number (no) | 495 |
| Page | pp.pp.- |
| #Pages | 6 |
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