| Presentation | 2022-03-09 Active intrusion detection method for IoT devices Takahiro Ohtani, Ryo Yamamoto, Satoshi Ohzahata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the threat of attacks against IoT (Internet of Things) devices has become apparent with the rapid spread of IoT technologies. Although installing an intrusion detection system (IDS) on IoT networks mitigates the risk of such attacks, the installation requires software rewriting or hardware replacement of existing IoT devices or IoT gateways in some cases. In this paper, we propose an intrusion detection method that actively obtains feature values from IoT devices focusing on detecting an indication of intrusions with minimal cost. For the proposed method, we focus on the fact that the number of packets transmitted per unit time can be obtained from the IPID value of IPv4 header in many IoT devices and detect an indication of intrusion based on the number obtained from the IPID value. We have also evaluated the detection and processing performance of the proposed method and confirmed that the proposed method can be used for intrusion detection and processing on low-power devices. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | intrusion detection system / Internet of Things / active intrusion detection / machine learning |
| Paper # | CQ2021-101 |
| Date of Issue | 2022-03-02 (CQ) |
| Conference Information | |
| Committee | CQ / IMQ / MVE / IE |
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| Conference Date | 2022/3/9(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online (Zoom) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Media of five senses, Multimedia, Media experience, Picture codinge, Image media quality, Network,quality and reliability, etc |
| Chair | Jun Okamoto(NTT) / Kenya Uomori(Osaka Univ.) / Masayuki Ihara(RIKEN) / Kazuya Kodama(NII) |
| Vice Chair | Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) / Mitsuru Maeda(Canon) / Kiyoshi Kiyokawa(NAIST) / Hiroyuki Bandoh(NTT) / Toshihiko Yamazaki(Univ. of Tokyo) |
| Secretary | Takefumi Hiraguri(NTT) / Gou Hasegawa(Ritsumeikan Univ.) / Mitsuru Maeda(Nagoya Univ.) / Kiyoshi Kiyokawa(NTT) / Hiroyuki Bandoh(Oosaka Inst. of Tech.) / Toshihiko Yamazaki(NTT) |
| Assistant | Yoshiaki Nishikawa(NEC) / Ryoichi Kataoka(KDDI Research) / Kimiko Kawashima(NTT) / Masato Tsukada(NEC) / Takashi Yamazoe(Seikei Univ.) / Naoya Isoyama(NAIST) / Takenori Hara(DNP) / Mitsuhiro Goto(NTT) / Shunsuke Iwamura(NHK) / Shinobu Kudo(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Image Media Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Image Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Active intrusion detection method for IoT devices |
| Sub Title (in English) | |
| Keyword(1) | intrusion detection system |
| Keyword(2) | Internet of Things |
| Keyword(3) | active intrusion detection |
| Keyword(4) | machine learning |
| 1st Author's Name | Takahiro Ohtani |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Ryo Yamamoto |
| 2nd Author's Affiliation | The University of Electro-Communications(UEC) |
| 3rd Author's Name | Satoshi Ohzahata |
| 3rd Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2022-03-09 |
| Paper # | CQ2021-101 |
| Volume (vol) | vol.121 |
| Number (no) | CQ-421 |
| Page | pp.pp.5-10(CQ), |
| #Pages | 6 |
| Date of Issue | 2022-03-02 (CQ) |