DeepGauge: multi-granularity testing criteria for deep learning systems
DeepGauge: multi-granularity testing criteria for deep learning systems
Deep learning (DL) defines a new data-driven programming paradigm that constructs the internal system logic of a crafted neuron network through a set of training data. We have seen wide adoption of DL in many safety-critical scenarios. However, a plethora of studies have shown that the state-of-the-art DL systems suffer …