为Android应用程序自动生成组件间通信漏洞

Joshua Garcia, Mahmoud M. Hammad, Negar Ghorbani, S. Malek
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引用次数: 28

摘要

尽管有各种各样的方法可以识别Android应用程序中的漏洞,但没有人试图确定这些漏洞的可利用性。可利用性可以帮助减少漏洞分析的误报,并可以帮助工程师鉴别bug。具体来说,Android应用程序的主要攻击向量之一是它们的组件间通信接口,应用程序可能会在其中接收称为intent的消息。在本文中,我们提供了第一种为Android应用程序自动生成漏洞的方法,称为LetterBomb,它依赖于基于路径敏感符号执行的组合静态分析,以及软件检测和测试oracle的使用。我们在Google Play的1万个Android应用上运行LetterBomb,从835个易受攻击的应用中发现了181个漏洞。与最先进的基于icc的三个漏洞检测方法相比,LetterBomb以6.66到7倍的速度获得了33%-60%的漏洞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automatic generation of inter-component communication exploits for Android applications
Although a wide variety of approaches identify vulnerabilities in Android apps, none attempt to determine exploitability of those vulnerabilities. Exploitability can aid in reducing false positives of vulnerability analysis, and can help engineers triage bugs. Specifically, one of the main attack vectors of Android apps is their inter-component communication interface, where apps may receive messages called Intents. In this paper, we provide the first approach for automatically generating exploits for Android apps, called LetterBomb, relying on a combined path-sensitive symbolic execution-based static analysis, and the use of software instrumentation and test oracles. We run LetterBomb on 10,000 Android apps from Google Play, where we identify 181 exploits from 835 vulnerable apps. Compared to a state-of-the-art detection approach for three ICC-based vulnerabilities, LetterBomb obtains 33%-60% more vulnerabilities at a 6.66 to 7 times faster speed.
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