Boundary sampling to boost mutation testing for deep learning models
Weijun Shen, Yanhui Li, Yuanlei Han, Lin Chen, Di Wu, Yuming Zhou, Baowen Xu
Topics & Concepts
MutationComputer scienceContext (archaeology)Set (abstract data type)Machine learningArtificial intelligenceQuality (philosophy)Reliability (semiconductor)Construct (python library)Data miningQuantum mechanicsPhysicsPhilosophyBiologyEpistemologyPaleontologyChemistryProgramming languagePower (physics)BiochemistryGeneSoftware Testing and Debugging TechniquesAdversarial Robustness in Machine LearningMachine Learning and Data Classification