Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring

Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet +1

With the increasing use of neural networks in critical systems, runtime monitoring becomes essential to reject unsafe predictions during inference. Various techniques have emerged…