Creates LogicDS with 122 logical vulnerabilities and LogicEval framework to evaluate repair techniques, finding failures mainly from prompt sensitivity, lost code context, and poor patch localization.
Peng Yixing, Quan Wang, Licheng Zhang, Yi Liu, and Zhendong Mao
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LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software
Creates LogicDS with 122 logical vulnerabilities and LogicEval framework to evaluate repair techniques, finding failures mainly from prompt sensitivity, lost code context, and poor patch localization.