| Presentation | 2021-07-19 Fake Command Attack Detection of industrial Control System with SVM Yuki Harada, Yuichi Futa, Hiroyuki Okazaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, industrial control systems (ICS) are introduced TCP/IP protocol and connect internet via office network. Security threats to ICS are increasing. Malicious attacks against ICS have many types. It is difficult to detect multiple attacks using a detection method for single attacks. Therefore, it is necessary to combine multiple detection methods. In this paper, we focus a fake command in control network that is one of the malicious attack against factory network. We use attack detection methods using One Class SVM. We introduce TCP port replacements and multiple filters to improve the effect of One Class SVM. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ICS / attack detection / One Class SVM |
| Paper # | ISEC2021-15,SITE2021-9,BioX2021-16,HWS2021-15,ICSS2021-20,EMM2021-20 |
| Date of Issue | 2021-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
| Conference Information | |
| Committee | BioX / ISEC / SITE / ICSS / EMM / HWS / IPSJ-CSEC / IPSJ-SPT |
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| Conference Date | 2021/7/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hitoshi Imaoka(NEC) / Tetsuya Izu(Fujitsu Labs.) / Masaru Ogawa(Kobe Gakuin Univ.) / Katsunari Yoshioka(Yokohama National Univ.) / Ryoichi Nishimura(NICT) / Yasuhisa Shimazaki(Renesas Electronics) |
| Vice Chair | Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(SECOM) / Noboru Kunihiro(Tsukuba Univ.) / Goichiro Hanaoka(AIST) / Takushi Otani(Kibi International Univ.) / Takeo Tatsumi(Open Univ. of Japan) / Kazunori Kamiya(NTT) / Takahiro Kasama(NICT) / Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) / Makoto Nagata(Kobe Univ.) / Daisuke Suzuki(Mitsubishi Electric) |
| Secretary | Masatsugu Ichino(KDDI Research) / Naoyuki Takada(MitsubishiElectric) / Noboru Kunihiro(Fujitsu Labs.) / Goichiro Hanaoka(Ibaraki Univ.) / Takushi Otani(Yamaguchi Pref Univ.) / Takeo Tatsumi(Hokuriku Univ.) / Kazunori Kamiya(KDDI labs.) / Takahiro Kasama(Okayama Univ.) / Masaaki Fujiyoshi(Utsunomiya Univ.) / Masatsugu Ichino(NICT) / Makoto Nagata(NTT) / Daisuke Suzuki(NAIST) |
| Assistant | Hiroyuki Suzuki(Gunma Univ) / Akihiro Hayasaka(NEC) / Takahiro Matsuda(AIST) / Hideyuki Fujii(NRI-Secure) / Yusuke Tachibana(Fukuoka Inst. of Tech.) / Keisuke Kito(Mitsubishi Electric) / Takeshi Sugawara(Univ. of Electro-Comm.) / Shoko Imaizumi(Chiba Univ.) / Youichi Takashima(Kaishi Professional Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Biometrics / Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Information and Communication System Security / Technical Committee on Enriched MultiMedia / Technical Committee on Hardware Security / Special Interest Group on Computer Security / Special Interest Group on Security Psychology and Trust |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fake Command Attack Detection of industrial Control System with SVM |
| Sub Title (in English) | |
| Keyword(1) | ICS |
| Keyword(2) | attack detection |
| Keyword(3) | One Class SVM |
| 1st Author's Name | Yuki Harada |
| 1st Author's Affiliation | Tokyo University of Technology Graduate School(TUT) |
| 2nd Author's Name | Yuichi Futa |
| 2nd Author's Affiliation | Tokyo University of Technology(TUT) |
| 3rd Author's Name | Hiroyuki Okazaki |
| 3rd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| Date | 2021-07-19 |
| Paper # | ISEC2021-15,SITE2021-9,BioX2021-16,HWS2021-15,ICSS2021-20,EMM2021-20 |
| Volume (vol) | vol.121 |
| Number (no) | ISEC-118,SITE-119,BioX-120,HWS-121,ICSS-122,EMM-123 |
| Page | pp.pp.35-40(ISEC), pp.35-40(SITE), pp.35-40(BioX), pp.35-40(HWS), pp.35-40(ICSS), pp.35-40(EMM), |
| #Pages | 6 |
| Date of Issue | 2021-07-12 (ISEC, SITE, BioX, HWS, ICSS, EMM) |