Customizable Reference Runtime Monitoring of Neural Networks using Resolution Boxes

Changshun Wu, Yliès Falcone, Saddek Bensalem

Classification neural networks fail to detect inputs that do not fall inside the classes they have been trained for. Runtime monitoring techniques on the neuron activation pattern…