| Presentation | 2015-03-04 A Study on Risk Quantification Techniques for Android Applications with Category Information Takeshi TAKAHASHI, Takao MIMURA, Masata NISHIDA, Koji NAKAO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The number of security incidents faced by Android users is growing, along with the surge in malware targeting Android terminals. Such malware arrives at the Android terminals in the form of Android Packages (APKs). Assorted techniques for protecting Android users from such malware have been reported, but most of them focus on the APK files themselves. Different from these approaches, we use web information obtained from the online APK markets to improve the accuracy of malware detection. In this paper, we propose category-based APK analysis schemes that quantify the risk of an APK. The scheme uses category information that is available on the web. This paper verifies the performance of the proposed scheme by comparing its area under curve values with that of a conventional scheme, and confirms the usability of web information for the purpose of better quantifying the risks of APK files. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | APK analysis / malware / android / risk analysis |
| Paper # | ICSS2014-95 |
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| Conference Information | |
| Committee | ICSS |
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| Conference Date | 2015/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information and Communication System Security (ICSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Risk Quantification Techniques for Android Applications with Category Information |
| Sub Title (in English) | |
| Keyword(1) | APK analysis |
| Keyword(2) | malware |
| Keyword(3) | android |
| Keyword(4) | risk analysis |
| 1st Author's Name | Takeshi TAKAHASHI |
| 1st Author's Affiliation | National Institute of Information and Communications Technology() |
| 2nd Author's Name | Takao MIMURA |
| 2nd Author's Affiliation | SecureBrain Corporation |
| 3rd Author's Name | Masata NISHIDA |
| 3rd Author's Affiliation | SecureBrain Corporation |
| 4th Author's Name | Koji NAKAO |
| 4th Author's Affiliation | National Institute of Information and Communications Technology |
| Date | 2015-03-04 |
| Paper # | ICSS2014-95 |
| Volume (vol) | vol.114 |
| Number (no) | 489 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |