Training Automated Test Oracles to Identify Semantic Bugs

Can a machine find and fix a Semantic Bug? A Semantic Bug is a deviation from the expected program behaviour that causes to produce incorrect outputs for certain inputs. To identify this category of bugs, the knowledge on the expected program behaviour is essential. The reason is that a program with a semantic bug does not fail (i.e., crash or hang) in the middle of the execution in most scenarios...