| Presentation | 2016-10-14 Study on Method of Web Service Identification with Ethernet frame length by Deep Learning Daichi Sugita, Yoshihiro Ito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method of Web service identification with Ethernet frame length by Deep Learning; it confirms effectiveness of the proposed method by experiment. Since the method uses only frame length, it can be applied to encrypted traffic. The proposed method can identify not only a single Web service but also multiple Web services simultaneously. This paper does experiments for five actual Web services, and confirms the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Frame length / Traffic identification / Deep learning / Web service |
| Paper # | IA2016-23 |
| Date of Issue | 2016-10-07 (IA) |
| Conference Information | |
| Committee | IA |
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| Conference Date | 2016/10/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Tokyo, Koshiba Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network R&D Testbed Operation and Utilization, etc. (cosponsored by ADVNET) |
| Chair | Ken-ichi Yoshida(Univ. of Tsukuba) |
| Vice Chair | Hiroyuki Osaki(Kwansei Gakuin Univ.) / Masahiro Jibiki(NICT) / Tomoki Yoshihisa(Osaka Univ.) |
| Secretary | Hiroyuki Osaki(Tokyo Inst. of Tech.) / Masahiro Jibiki(Ritsumeikan Univ.) / Tomoki Yoshihisa |
| Assistant | Yusuke Sakumoto(Tokyo Metropolitan Univ.) / Yuichiro Hei(KDDI R&D Labs.) / Toshiki Watanabe(NEC) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Method of Web Service Identification with Ethernet frame length by Deep Learning |
| Sub Title (in English) | |
| Keyword(1) | Frame length |
| Keyword(2) | Traffic identification |
| Keyword(3) | Deep learning |
| Keyword(4) | Web service |
| 1st Author's Name | Daichi Sugita |
| 1st Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 2nd Author's Name | Yoshihiro Ito |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| Date | 2016-10-14 |
| Paper # | IA2016-23 |
| Volume (vol) | vol.116 |
| Number (no) | IA-247 |
| Page | pp.pp.7-12(IA), |
| #Pages | 6 |
| Date of Issue | 2016-10-07 (IA) |