研究突变和静态警告之间的对应关系

C. A. O. Araújo, M. Delamaro, J. Maldonado, A. Vincenzi
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引用次数: 1

摘要

本文提供了突变与静态预警之间对应关系的证据。我们使用突变算子作为故障模型来评估突变与静态警告之间的直接对应关系。使用突变算子的主要优点是,它们可以生成大量包含不同类型故障的程序,这些程序可用于确定静态分析器最可能检测到的故障。由于静态分析器通常会报告大量的假阳性警告,因此本研究的目的是根据它们对应于真阳性并导致检测软件故障的概率来定义静态警告的优先级方法。从一组开源程序中获得的结果表明,在考虑特定的突变操作符时,存在一种对应关系,使得静态警告可以根据它们与突变的对应级别进行优先级排序。
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Investigating the Correspondence between Mutations and Static Warnings
This paper provides evidences on the correspondence between mutations and static warnings. We used mutation operators as a fault model to evaluate the direct correspondence between mutations and static warnings. The main advantage of using mutation operators is that they generate a large number of programs containing faults of different types, which can be used to decide the ones most probable to be detected by static analyzers. Since static analyzers, in general, report a substantial number of false positive warnings, the intention of this study is to define a prioritization approach of static warnings based on the probability they correspond to a true positive and lead to detect software faults. The results obtained for a set of open-source programs indicate that a correspondence exist when considering specific mutation operators such that static warnings may be prioritized based on their correspondence level with mutations.
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