AndroTotal:一个灵活的,可扩展的工具箱和服务,用于测试移动恶意软件检测器

F. Maggi, Andrea Valdi, S. Zanero
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引用次数: 63

摘要

尽管关于手机恶意软件现象的绝对数量有多大存在争议,但抛开炒作不谈,新的Android恶意软件变体的数量正在增加。这一趋势主要是因为,与传统恶意软件一样,作者正在努力重新打包、混淆或以其他方式转换其恶意应用程序的可执行代码,以逃避移动安全应用程序。仅在官方市场上就有85款这样的应用。然而,目前尚不清楚它们的效果如何。事实上,Android的沙箱机制不允许(安全)应用审核其他应用。我们提出AndroTotal,一个公开可用的工具,恶意软件存储库和研究框架,旨在减轻上述挑战,并允许研究人员自动扫描Android应用程序针对任意一组恶意软件检测器。我们实现了AndroTotal,并于2013年4月向研究社区发布。到目前为止,我们收集了18758个不同的提交样本,并收到了几个研究小组(1000个不同的帐户)的注意,他们将他们的恶意软件分析服务与我们的集成在一起。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AndroTotal: a flexible, scalable toolbox and service for testing mobile malware detectors
Although there are controversial opinions regarding how large the mobile malware phenomenon is in terms of absolute numbers, hype aside, the amount of new Android malware variants is increasing. This trend is mainly due to the fact that, as it happened with traditional malware, the authors are striving to repackage, obfuscate, or otherwise transform the executable code of their malicious apps in order to evade mobile security apps. There are about 85 of these apps only on the official marketplace. However, it is not clear how effective they are. Indeed, the sandboxing mechanism of Android does not allow (security) apps to audit other apps. We present AndroTotal, a publicly available tool, malware repository and research framework that aims at mitigating the above challenges, and allow researchers to automatically scan Android apps against an arbitrary set of malware detectors. We implemented AndroTotal and released it to the research community in April 2013. So far, we collected 18,758 distinct submitted samples and received the attention of several research groups (1,000 distinct accounts), who integrated their malware-analysis services with ours.
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