面向对象程序强特性分析的Case-Optimal符号执行算法

Xianghua Deng, Robby, J. Hatcliff
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引用次数: 21

摘要

最近的工作已经证明,符号执行技术可以作为形式分析的基础,能够根据强接口规范自动检查堆操作软件组件。在本文中,我们对现有的面向对象程序的符号执行算法进行了增强,显著改进了目前在Bogor/Kiasan和JPF中实现的算法。为了激励和证明在我们的增强方法中处理堆数据的新策略,我们对相关算法的性能进行了重要的实证研究,并对几个广泛使用的Java数据结构包中可能出现的堆形状进行了有趣的案例计数分析。
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Towards A Case-Optimal Symbolic Execution Algorithm for Analyzing Strong Properties of Object-Oriented Programs
Recent work has demonstrated that symbolic execution techniques can serve as a basis for formal analysis capable of automatically checking heap-manipulating software components against strong interface specifications. In this paper, we present an enhancement to existing symbolic execution algorithms for object-oriented programs that significantly improves upon the algorithms currently implemented in Bogor/Kiasan and JPF. To motivate and justify the new strategy for handling heap data in our enhanced approach, we present a significant empirical study of the performance of related algorithms and an interesting case counting analysis of the heap shapes that can appear in several widely used Java data structure packages.
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