| Presentation | 2019-11-21 Experiment of DDoS Attack Detection with UTM Log Analysis Using Decision Tree Aoshi Fujioka, Hiroyuki Okazaki, Hikofumi Suzuki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, AI technology such as machine learning has been developed and the number of application examples are increasing. The trend is also remarkable in the security field. However, in most cases, application examples are not focusing classification process but classification. This study has two purposes. First is to clarify the attack classification process by using decision trees. Second is to establish a method to grasp detailed information of attacks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network Security / DoS/DDoS attack / Decision Tree Analysis |
| Paper # | NS2019-123 |
| Date of Issue | 2019-11-14 (NS) |
| Conference Information | |
| Committee | NS / ICM / CQ |
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| Conference Date | 2019/11/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Rokkodai 2nd Campus, Kobe Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network quality, Network measurement/management, Network virtualization, Network service, Blockchain, Security, Network intelligence, etc. |
| Chair | Yoshikatsu Okazaki(NTT) / Kiyohito Yoshihara(KDDI Research) / Hideyuki Shimonishi(NEC) |
| Vice Chair | Akihiro Nakao(Univ. of Tokyo) / Takumi Miyoshi(Shibaura Inst. of Tech.) / Yoichi Sato(NEC) / Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Secretary | Akihiro Nakao(Osaka Pref Univ.) / Takumi Miyoshi(NTT) / Yoichi Sato(NTT) / Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Assistant | Shinya Kawano(NTT) / Hiroki Nakayama(Bosco) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Takuto Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information and Communication Management / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Experiment of DDoS Attack Detection with UTM Log Analysis Using Decision Tree |
| Sub Title (in English) | |
| Keyword(1) | Network Security |
| Keyword(2) | DoS/DDoS attack |
| Keyword(3) | Decision Tree Analysis |
| 1st Author's Name | Aoshi Fujioka |
| 1st Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 2nd Author's Name | Hiroyuki Okazaki |
| 2nd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 3rd Author's Name | Hikofumi Suzuki |
| 3rd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| Date | 2019-11-21 |
| Paper # | NS2019-123 |
| Volume (vol) | vol.119 |
| Number (no) | NS-297 |
| Page | pp.pp.19-25(NS), |
| #Pages | 7 |
| Date of Issue | 2019-11-14 (NS) |