empirical study

Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks?

Recent effort to test deep learning systems has produced an intuitive and compelling test criterion called neuron coverage (NC), which resembles the notion of traditional code coverage. NC measures the proportion of neurons activated in a neural …