| Presentation | 2019-09-06 Improvement of Device Identification by using Multiple Monitoring Methods Yuki Imamura, Nobuyuki Nakamura, Taketsugu Yao, Shingo Ata, Ikuo Oka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With recent development in communication technology, security in communication devices especially in IoT devices becomes a serious issue. To reduce risks of security in such devices, it is important to identify detailed information of devices by network administrator to be used for effective monitoring and control in the network. Recent studies on device identification are mostly based on port numbers, traffic patterns, and/or analysis of payloads, however, individual identification method has a limitation of accuracy. In this paper, we propose a method to improve the overall accuracy of device identification, by using a combination of results from multiple identification methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Device Identification / Clustering / Multiple Information / Similarity / IoT |
| Paper # | IN2019-28 |
| Date of Issue | 2019-08-29 (IN) |
| Conference Information | |
| Committee | NS / IN / CS |
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| Conference Date | 2019/9/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Research Institute of Electrical Communication, Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. |
| Chair | Yoshikatsu Okazaki(NTT) / Takuji Kishida(NTT-AT) / Hidenori Nakazato(Waseda Univ.) |
| Vice Chair | Akihiro Nakao(Univ. of Tokyo) / Kenji Ishida(Hiroshima City Univ.) / Jun Terada(NTT) |
| Secretary | Akihiro Nakao(Osaka Pref Univ.) / Kenji Ishida(NTT) / Jun Terada(NTT Communications) |
| Assistant | Shinya Kawano(NTT) / / Kazutaka Hara(NTT) / Hiroyuki Saito(OKI) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks / Technical Committee on Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of Device Identification by using Multiple Monitoring Methods |
| Sub Title (in English) | |
| Keyword(1) | Device Identification |
| Keyword(2) | Clustering |
| Keyword(3) | Multiple Information |
| Keyword(4) | Similarity |
| Keyword(5) | IoT |
| 1st Author's Name | Yuki Imamura |
| 1st Author's Affiliation | Osaka City University(Osaka City Univ.) |
| 2nd Author's Name | Nobuyuki Nakamura |
| 2nd Author's Affiliation | Oki Electric Industry Co., Ltd.(OKI) |
| 3rd Author's Name | Taketsugu Yao |
| 3rd Author's Affiliation | Oki Electric Industry Co., Ltd.(OKI) |
| 4th Author's Name | Shingo Ata |
| 4th Author's Affiliation | Osaka City University(Osaka City Univ.) |
| 5th Author's Name | Ikuo Oka |
| 5th Author's Affiliation | Osaka City University(Osaka City Univ.) |
| Date | 2019-09-06 |
| Paper # | IN2019-28 |
| Volume (vol) | vol.119 |
| Number (no) | IN-195 |
| Page | pp.pp.29-34(IN), |
| #Pages | 6 |
| Date of Issue | 2019-08-29 (IN) |