结合静态分析和模型检查进行软件分析

G. Brat, W. Visser
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引用次数: 54

摘要

我们提出了一种迭代技术,其中模型检查和静态分析相结合,以验证大型软件系统。静态分析的作用是计算模型检查器用来减少状态空间的偏序信息。在探索过程中,模型检查器还计算混叠信息,并将这些信息提供给静态分析器,然后静态分析器可以改进其分析。然后将这种精细化分析的结果反馈给模型检查器,模型检查器更新其部分阶约简。在迭代过程的每一步,静态分析计算乐观信息,从而导致状态空间的不安全约简。然而,我们证明了该过程收敛到一个不动点,在这个不动点上,偏序信息是安全的,并且探索了整个状态空间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combining static analysis and model checking for software analysis
We present an iterative technique in which model checking and static analysis are combined to verify large software systems. The role of the static analysis is to compute partial order information which the model checker uses to reduce the state space. During exploration, the model checker also computes aliasing information that it gives to the static analyzer which can then refine its analysis. The result of this refined analysis is then fed back to the model checker which updates its partial order reduction. At each step of this iterative process, the static analysis computes optimistic information which results in an unsafe reduction of the state space. However, we show that the process converges to a fixed point at which time the partial order information is safe and the whole state space is explored.
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