| Presentation | 2021-03-01 Construction of Vulnerability Evaluation System with Machine Learning Methods Ryu Watanabe, Takashi Matsunaka, Ayumu Kubota, Junpei Urakawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the cyberattacks aimed at software vulnerabilities are more popular and powerful. Therefore, various incidents caused by infection of the computer viruses or malwares, threats by ransomwares, invasion to computer systems, and information thefts become serious problem. In addition, the number of vulnerabilities is increased. On the other hand, total cost for security measure on enterprises is not increased. Such enterprises usually do not have dedicated sections for security issues. In order to cope with this situation, we have considered a support system for vulnerability treatment on small and medium sized enterprises. In this paper, we report the vulnerability evaluation system with machine learning method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | vulnerability response / security risk / machine learning |
| Paper # | ICSS2020-29 |
| Date of Issue | 2021-02-22 (ICSS) |
| Conference Information | |
| Committee | ICSS / IPSJ-SPT |
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| Conference Date | 2021/3/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, Trust, etc. |
| Chair | Hiroki Takakura(NII) |
| Vice Chair | Katsunari Yoshioka(Yokohama National Univ.) / Kazunori Kamiya(NTT) |
| Secretary | Katsunari Yoshioka(NICT) / Kazunori Kamiya(KDDI labs.) |
| Assistant | Keisuke Kito(Mitsubishi Electric) / Toshihiro Yamauchi(Okayama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication System 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) | Construction of Vulnerability Evaluation System with Machine Learning Methods |
| Sub Title (in English) | |
| Keyword(1) | vulnerability response |
| Keyword(2) | security risk |
| Keyword(3) | machine learning |
| 1st Author's Name | Ryu Watanabe |
| 1st Author's Affiliation | KDDI Research, Inc.(KDDIR) |
| 2nd Author's Name | Takashi Matsunaka |
| 2nd Author's Affiliation | KDDI Research, Inc.(KDDIR) |
| 3rd Author's Name | Ayumu Kubota |
| 3rd Author's Affiliation | KDDI Research, Inc.(KDDIR) |
| 4th Author's Name | Junpei Urakawa |
| 4th Author's Affiliation | KDDI Digital Security/KDDI Research, Inc.(KDS/KDDIR) |
| Date | 2021-03-01 |
| Paper # | ICSS2020-29 |
| Volume (vol) | vol.120 |
| Number (no) | ICSS-384 |
| Page | pp.pp.19-24(ICSS), |
| #Pages | 6 |
| Date of Issue | 2021-02-22 (ICSS) |