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Detecting Repackaged Android Applications

机译:检测重新打包的Android应用程序

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摘要

The rapid development of the smartphone brings immense convenience to people. Recently more and more developers publish their own applications (or apps) on the android markets to make profits. The so-called repackaged apps emerge by embedding malicious codes or injecting ads into the existing apps and then republishing them. In this paper, focusing on the shortcomings of existing detection system, we propose an efficient repackaged apps detection scheme based on context-triggered piecewise hash (CTPH). We also optimize the similarity calculation method (edit distance) and filter unnecessary matching process to make the matching more efficient. Experimental results show that there are about 5 % repackaged apps in pre-collected data. The proposed scheme improves the detection accuracy of the repackaged apps and has positive significance to the ecosystem of android markets.
机译:智能手机的快速发展为人们带来了极大的便利。最近,越来越多的开发人员在android市场上发布自己的应用程序以获利。通过将恶意代码嵌入或将广告注入到现有应用程序中,然后重新发布它们,出现了所谓的重新打包应用程序。在本文中,针对现有检测系统的缺点,我们提出了一种基于上下文触发的分段哈希(CTPH)的有效的重新打包的应用程序检测方案。我们还优化了相似度计算方法(编辑距离),并对不必要的匹配过程进行了过滤,以使匹配更加有效。实验结果表明,在预收集的数据中大约有5%的应用重新打包了。提出的方案提高了重新打包的应用程序的检测精度,对Android市场的生态系统具有积极意义。

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