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Abstract Interpretation, Symbolic Execution and Constraints

机译:抽象解释,符号执行和约束

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interpretation is a static analysis framework for sound over-approximation of all possible runtime states of a program. Symbolic execution is a framework for reachability analysis which tries to explore all possible execution paths of a program. A shared feature between interpretation and symbolic execution is that each - implicitly or explicitly - maintains constraints during execution, in the form of invariants or path conditions. We investigate the relations between the worlds of interpretation, symbolic execution and constraint solving, to expose potential synergies.
机译:解释是一种静态分析框架,用于对程序的所有可能的运行时状态的声音过度近似。符号执行是一个框架,用于探索程序的所有可能的执行路径。解释和符号执行之间的共享特征是每个 - 隐式或明确 - 以不变或路径条件的形式在执行期间保持约束。我们调查了解释世界之间的关系,象征性和约束解决,暴露潜在的协同作用。

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