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The Multi-Generation Repackaging Hypothesis

机译:多代重新包装假说

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摘要

App repackaging is a common threat in the Android ecosystem. To face this threat, the literature now includes a large body of work proposing approaches for identifying repackaged apps. Unfortunately, although most research involves pairwise similarity comparison to distinguish repackaged apps from their "original" counterparts, no work has considered the threat to validity of not being able to discover the true original apps. We provide in this paper preliminary insights of an investigation into the Multi-Generation Repackaging Hypothesis: is the original in a repackaging process the outcome of a previous repackaging process? Leveraging the Androzoo dataset of over 5 million Android apps, we validate this hypothesis in the wild, calling upon the community to take this threat into account in new solutions for repackaged app detection.
机译:应用程序重新打包是Android生态系统中的常见威胁。面对这种威胁,文献现在包括大量工作,提出了用于识别重新打包的应用程序的方法。不幸的是,尽管大多数研究都涉及成对相似性比较,以将重新包装的应用程序与“原始”应用程序区分开来,但没有任何工作考虑到无法发现真正原始应用程序对有效性的威胁。我们在本文中提供了对多代重新包装假设进行调查的初步见解:重新包装过程中的原始结果是否是先前重新包装过程的结果?利用超过500万个Android应用程序的Androzoo数据集,我们在野外验证了这一假设,呼吁社区在重新包装应用程序检测的新解决方案中考虑到这一威胁。

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