Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment

Xaver Fink, Borja Fernandez Adiego, Daniele Mirarchi +4

In this paper, we analyze and improve the adversarial robustness of a convolutional neural network (CNN) that assists crystal-collimator alignment at CERN's Large Hadron Collider (…