PyResBugs: A Dataset of Residual Python Bugs for Natural Language-Driven Fault Injection

It mentions modifying the put method and altering the release mechanism, leading to potential issues such as deadlocks or inconsistent states but avoids specifying exact code lines. This level provides testers with a broader understanding of the fault's behavior and consequences. In the High-Level Description (bottom right), we make the description entirely abstract and omit technical or contextual details about the specific fault. Modifying the put method introduces a " wrong algorithm small sparse modifications fault " in the fault-free function. This description suits scenarios where a conceptual understanding of the fault type is sufficient without providing implementation specifics. A team of six researchers specialized in computer engineering and cybersecurity created and validated the fault descriptions, under the coordination of a full professor with extensive expertise in software testing and fault injection. The professor established the description style, while the postdoctoral researcher, with a PhD in information technologies and background in AI and fault injection, provided ongoing reviews and feedback. The team, which also included a PhD student in cybersecurity and four M.Sc.