CPA-SymExec: CPAchecker中的高效符号执行

Dirk Beyer, T. Lemberger
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引用次数: 4

摘要

我们提出了CPA-SymExec,一个符号执行工具,它是在开源的、可配置的验证框架CPAchecker中实现的。我们的实现自动检测要跟踪哪些符号事实,以便获得一小组约束,这些约束是决定感兴趣的程序区域的可达性所必需的。CPA-SymExec基于抽象和反例引导的抽象细化(CEGAR),并使用约束插值方法来检测符号事实。通过将性能与最先进的基于Klee的符号执行引擎Symbiotic和Klee本身进行比较,我们证明了我们的实现可以比没有抽象的符号执行更好地缓解路径爆炸问题。对于实验,我们使用两种类型的分析任务:一种用于寻找到感兴趣的特定位置的可执行路径(例如,如果需要一个测试向量来显示某个行为发生),另一种用于确认没有到特定位置的可执行路径存在(例如,如果需要显示某个行为从未发生)。CPA-SymExec在Apache 2许可下发布,可从https://cpachecker.sosy-lab.org获得(包括源代码)。演示视频可在https://youtu.be/qoBHtvPKtnw上获得。
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CPA-SymExec: Efficient Symbolic Execution in CPAchecker
We present CPA-SymExec, a tool for symbolic execution that is implemented in the open-source, configurable verification framework CPAchecker. Our implementation automatically detects which symbolic facts to track, in order to obtain a small set of constraints that are necessary to decide reachability of a program area of interest. CPA-SymExec is based on abstraction and counterexample-guided abstraction refinement (CEGAR), and uses a constraint-interpolation approach to detect symbolic facts. We show that our implementation can better mitigate the path-explosion problem than symbolic execution without abstraction, by comparing the performance to the state-of-the-art Klee-based symbolic-execution engine Symbiotic and to Klee itself. For the experiments we use two kinds of analysis tasks: one for finding an executable path to a specific location of interest (e.g., if a test vector is desired to show that a certain behavior occurs), and one for confirming that no executable path to a specific location exists (e.g., if it is desired to show that a certain behavior never occurs). CPA-SymExec is released under the Apache 2 license and available (inclusive source code) at https://cpachecker.sosy-lab.org. A demonstration video is available at https://youtu.be/qoBHtvPKtnw.
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