A probabilistic framework for mutation testing in deep neural networks
Florian Tambon, Foutse Khomh, Giuliano Antoniol
Topics & Concepts
Computer scienceTestabilityContext (archaeology)Machine learningProbabilistic logicMutationSet (abstract data type)Artificial intelligenceTest suiteArtificial neural networkSuiteData miningModel-based testingReliability engineeringTest caseEngineeringProgramming languageGeneArchaeologyRegression analysisBiochemistryBiologyHistoryPaleontologyChemistrySoftware Testing and Debugging TechniquesAdversarial Robustness in Machine LearningSoftware Reliability and Analysis Research