| Presentation | 2018-05-17 Data Analytics for Early Detection of Anomalies in Campus Networks Shingo Ata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, automation of operations and management of ICT infrastructure, including information systems and networking, is much attracted. To apply appropriate operations, it is important to forecast a behavior of users, terminals, and networks by combining various types of log data from servers or networking devices. Especially, to catch behaviors with high accuracy is dominant for avoiding incorrect operations, however, it is still unclear what kind of log data, and/or what kind of methods are effective to achieve accurate identification. In this paper, we present a current status of capturing log data and their analysis in our campus network, and discuss issues for early detection of anomalies. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | ICM2018-4 |
| Date of Issue | 2018-05-10 (ICM) |
| Conference Information | |
| Committee | ICM / IPSJ-CSEC / IPSJ-IOT |
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| Conference Date | 2018/5/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kiyohito Yoshihara(KDDI Research) |
| Vice Chair | Yoichi Yamashita(NTT Neomeit) / Takumi Miyoshi(Shibaura Inst. Tech.) |
| Secretary | Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) |
| Assistant | Yuncheng Zhu(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management / Special Interest Group on Computer Security / Special Interest Group on Internet and Operation Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data Analytics for Early Detection of Anomalies in Campus Networks |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | Shingo Ata |
| 1st Author's Affiliation | Osaka City University(Osaka City Univ.) |
| Date | 2018-05-17 |
| Paper # | ICM2018-4 |
| Volume (vol) | vol.118 |
| Number (no) | ICM-39 |
| Page | pp.pp.39-44(ICM), |
| #Pages | 6 |
| Date of Issue | 2018-05-10 (ICM) |