| Presentation | 2020-11-26 Function Estimation for Malwares based on Similarity and Its Effectiveness Kohei Kodama, Hiroshi Kai, Masakatu Morii, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we consider about a method which estimates malware functions using the results of malware dynamic analysis. We obtain the malware similarity by N-gram or longest common subsequence (LCS) and evaluate the function points of the known malwere. We show the effectiveness of the method through computer experiments using the function points and the discriminant analysis method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Malware / Function estimation / Dynamic Analysis Logs |
| Paper # | ICSS2020-21 |
| Date of Issue | 2020-11-19 (ICSS) |
| Conference Information | |
| Committee | ICSS |
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| Conference Date | 2020/11/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, 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 |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Function Estimation for Malwares based on Similarity and Its Effectiveness |
| Sub Title (in English) | |
| Keyword(1) | Malware |
| Keyword(2) | Function estimation |
| Keyword(3) | Dynamic Analysis Logs |
| 1st Author's Name | Kohei Kodama |
| 1st Author's Affiliation | Ehime University(Ehime Univ.) |
| 2nd Author's Name | Hiroshi Kai |
| 2nd Author's Affiliation | Ehime University(Ehime Univ.) |
| 3rd Author's Name | Masakatu Morii |
| 3rd Author's Affiliation | Kobe University(Kobe Univ.) |
| Date | 2020-11-26 |
| Paper # | ICSS2020-21 |
| Volume (vol) | vol.120 |
| Number (no) | ICSS-264 |
| Page | pp.pp.13-16(ICSS), |
| #Pages | 4 |
| Date of Issue | 2020-11-19 (ICSS) |