| Presentation | 2013-10-22 A Study of Behavioral Anomaly Detection System on Network Application Traffic from Many Sensors Akira NAGATA, Kohei KOTERA, Katsuichi NAKAMURA, Yoshiaki HORI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For a computer network in Big data era, we discuss an behavioral anomaly detection system which makes it possible to analyze and immediately detect anomaly traffic bevior. Many sensor devices connect to the network and tend to generate their application traffic at quite a low communication rate. In order to observe necessary traffic information for traffic analysis in a short time, the monitoring system integrates traffic statistics of flows sent from devices which are considered to generate the same application. It detects anomaly traffic behavior on the basis of application analysis using NMF(Non-Negative Matrix Factorization). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Traffic Analsysis / Anomaly Detection / Sensor devices |
| Paper # | IA2013-50 |
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| Committee | IA |
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| Conference Date | 2013/10/15(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 of Behavioral Anomaly Detection System on Network Application Traffic from Many Sensors |
| Sub Title (in English) | |
| Keyword(1) | Traffic Analsysis |
| Keyword(2) | Anomaly Detection |
| Keyword(3) | Sensor devices |
| 1st Author's Name | Akira NAGATA |
| 1st Author's Affiliation | Network Application Engineering Laboratories Ltd.() |
| 2nd Author's Name | Kohei KOTERA |
| 2nd Author's Affiliation | Network Application Engineering Laboratories Ltd. |
| 3rd Author's Name | Katsuichi NAKAMURA |
| 3rd Author's Affiliation | Network Application Engineering Laboratories Ltd. |
| 4th Author's Name | Yoshiaki HORI |
| 4th Author's Affiliation | Organization for General Education,Saga University |
| Date | 2013-10-22 |
| Paper # | IA2013-50 |
| Volume (vol) | vol.113 |
| Number (no) | 256 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |