| Presentation | 2023-09-07 [Encouragement Talk] Approximate modeling of malware propagation on wireless mobile devices Hideyoshi Miura, Shoya Abukawa, Tomotaka Kimura, Kouji Hirata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose an approximate epidemic model representing the behavior of malware propagation on mobile devices with ordinary differential equations. The proposed model divides a target area into some fixed-size compartments. Then, for each compartment, it provides ordinary differential equations considering the movement of devices between the compartments. By doing so, we can reduce the number of ordinary differential equations to represent the malware propagation on mobile devices, compared with conventional epidemic models. As a result, the computation time to obtain solutions showing infection dynamics can be reduced. Through numerical calculations, we show that our proposed epidemic model well approximates results obtained from a conventional epidemic model with low computation time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mobile devices / malware / SIRS model / epidemic model |
| Paper # | NS2023-52 |
| Date of Issue | 2023-08-31 (NS) |
| Conference Information | |
| Committee | NS / IN / CS |
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| Conference Date | 2023/9/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. |
| Chair | Tetsuya Oishi(NTT) / Kunio Hato(NTT) / Daisuke Umehara(Kyoto Inst. of Tech.) |
| Vice Chair | Takumi Miyoshi(Shibaura Inst. of Tech.) / Tsutomu Murase(Nagoya Univ.) / Seiji Kozaki(Mitsubishi Electric) |
| Secretary | Takumi Miyoshi(NTT) / Tsutomu Murase(Kogakuin Univ.) / Seiji Kozaki(NTT) |
| Assistant | Hiroshi Yamamoto(NTT) / / Hikaru Kawasaki(NICT) / Takeshi Suehiro(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks / Technical Committee on Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Encouragement Talk] Approximate modeling of malware propagation on wireless mobile devices |
| Sub Title (in English) | |
| Keyword(1) | mobile devices |
| Keyword(2) | malware |
| Keyword(3) | SIRS model |
| Keyword(4) | epidemic model |
| 1st Author's Name | Hideyoshi Miura |
| 1st Author's Affiliation | Kansai University(Kansai Univ.) |
| 2nd Author's Name | Shoya Abukawa |
| 2nd Author's Affiliation | Kansai University(Kansai Univ.) |
| 3rd Author's Name | Tomotaka Kimura |
| 3rd Author's Affiliation | Doshisha University(Doshisha Univ.) |
| 4th Author's Name | Kouji Hirata |
| 4th Author's Affiliation | Kansai University(Kansai Univ.) |
| Date | 2023-09-07 |
| Paper # | NS2023-52 |
| Volume (vol) | vol.123 |
| Number (no) | NS-177 |
| Page | pp.pp.7-12(NS), |
| #Pages | 6 |
| Date of Issue | 2023-08-31 (NS) |