ER捕手:一个用于Android中精确和可扩展的事件竞争检测的静态分析框架

Navid Salehnamadi, Abdulaziz Alshayban, Iftekhar Ahmed, S. Malek
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引用次数: 4

摘要

Android平台为应用开发提供了许多复杂的并发机制。并发机制虽然强大,但对于手机开发者来说却很难掌握。事实上,之前的研究已经表明并发问题,例如事件竞争缺陷,在现实世界的Android应用程序中非常普遍。在本文中,我们提出了一个流、上下文和线程敏感的静态分析框架,称为ER Catcher,用于检测Android应用程序中的事件竞争缺陷。ER Catcher引入了一种新型的摘要函数,旨在对Android应用程序和库中方法的并发行为进行建模。此外,它还利用一种新颖的、静态构造的矢量时钟来快速分析happens-before关系。总的来说,这些设计选择使ER Catcher不仅能够以更高的精度检测事件竞争缺陷,而且与现有的最先进技术相比,可以在更短的时间内检测到事件竞争缺陷。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ER Catcher: A Static Analysis Framework for Accurate and Scalable Event-Race Detection in Android
Android platform provisions a number of sophisticated concurrency mechanisms for the development of apps. The concurrency mechanisms, while powerful, are quite difficult to properly master by mobile developers. In fact, prior studies have shown concurrency issues, such as event-race defects, to be prevalent among real-world Android apps. In this paper, we propose a flow-, context-, and thread-sensitive static analysis framework, called ER Catcher, for detection of event-race defects in Android apps. ER Catcher introduces a new type of summary function aimed at modeling the concurrent behavior of methods in both Android apps and libraries. In addition, it leverages a novel, statically constructed Vector Clock for rapid analysis of happens-before relations. Altogether, these design choices enable ER Catcher to not only detect event-race defects with a substantially higher degree of accuracy, but also in a fraction of time compared to the existing state-of-the-art technique.
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