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メタデータを用いたリパッケージアプリの検出手法「CloneSpot」の改良
http://hdl.handle.net/10458/00010101
http://hdl.handle.net/10458/0001010175628c7b-86f2-4db8-925f-456c9f64d578
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
本文 (949.2 kB)
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| Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2020-11-12 | |||||
| タイトル | ||||||
| タイトル | メタデータを用いたリパッケージアプリの検出手法「CloneSpot」の改良 | |||||
| 言語 | ja | |||||
| タイトル | ||||||
| タイトル | An Improved Method of “CloneSpot” for Detecting Repackaged Applications Using Metadata | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Android | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | repackaged application | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | metadata | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | MinHash | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | departmental bulletin paper | |||||
| 著者 |
藤, 竜成
× 藤, 竜成× 五味, 健一郎× 油田, 健太郎× 山場, 久昭× 岡崎, 直宣× 藤, 竜成× Gomi, Ken’ichiro |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Since Android is widely used as an operating system (OS) for smartphones, applications running on the OS are being targeted by malware developers. Android applications are generally created using Java, which means it is easy to decompile the application and add or change the code; therefore, malware developers can easily insert malware and illegal advertisements into legitimate applications. The modified applications are called repackaged applications. These applications are uploaded to a market for users to install, however since repackaged applications have a negative effect on users, their detection and removal are important. The Developers of repackaged applications tend to be reluctant to make large changes to data, called application metadata, to make users misrecognition. To detect repackaged applications, “CloneSpot” has been proposed which uses the above trends, however, improvements are required for efficient detection. In this study, we propose an improved method of “CloneSpot” for the efficient detection of repackaged applications. Specifically, we improve the clustering of “CloneSpot” and introduce evaluation indexes for efficient repackaged application detection. In the evaluation experiments, we evaluated the clustering accuracy and the repackaged application estimation accuracy of the proposed method. | |||||
| 言語 | en | |||||
| 書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 49, p. 165-169, 発行日 2020-09 |
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| 出版者 | ||||||
| 出版者 | 宮崎大学工学部 | |||||
| 言語 | ja | |||||
| 出版者 | ||||||
| 出版者 | Faculty of Engineering, University of Miyazaki | |||||
| 言語 | en | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 05404924 | |||||
| 書誌レコードID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AA00732558 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
