| Presentation | 2021-11-29 Masquerade Detection using command log of Honeypot Ryusei Higuchi, Hideya Ochiai, Hiroshi Esaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A masquerade attack is an attack in which an attacker impersonates a legitimate user and invades the system. In order to prevent such attacks, it is necessary to have a system that monitors users for suspicious behavior even after they login. In this study, we use the command logs of a honeypot and a legitimate user to determine whether the currently entered command is that of an attacker or a legitimate user by using a two-dimensional CNN model at the character level. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Masquerade Detection / Honeypot / CNN |
| Paper # | ICSS2021-51 |
| Date of Issue | 2021-11-22 (ICSS) |
| Conference Information | |
| Committee | ICSS |
|---|---|
| Conference Date | 2021/11/29(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | KOCHIJYO HALL |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, etc. |
| Chair | Katsunari Yoshioka(Yokohama National Univ.) |
| Vice Chair | Kazunori Kamiya(NTT) / Takahiro Kasama(NICT) |
| Secretary | Kazunori Kamiya(KDDI labs.) / Takahiro Kasama(Okayama Univ.) |
| Assistant | Keisuke Kito(Mitsubishi Electric) / Takeshi Sugawara(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication System Security |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Masquerade Detection using command log of Honeypot |
| Sub Title (in English) | |
| Keyword(1) | Masquerade Detection |
| Keyword(2) | Honeypot |
| Keyword(3) | CNN |
| 1st Author's Name | Ryusei Higuchi |
| 1st Author's Affiliation | The University of Tokyo(UTokyo) |
| 2nd Author's Name | Hideya Ochiai |
| 2nd Author's Affiliation | The University of Tokyo(UTokyo) |
| 3rd Author's Name | Hiroshi Esaki |
| 3rd Author's Affiliation | The University of Tokyo(UTokyo) |
| Date | 2021-11-29 |
| Paper # | ICSS2021-51 |
| Volume (vol) | vol.121 |
| Number (no) | ICSS-275 |
| Page | pp.pp.31-36(ICSS), |
| #Pages | 6 |
| Date of Issue | 2021-11-22 (ICSS) |