Shedding More Light on Robust Classifiers under the lens of Energy-based Models

Mujtaba Hussain Mirza, Maria Rosaria Briglia, Senad Beadini +1

By reinterpreting a robust discriminative classifier as Energy-based Model (EBM), we offer a new take on the dynamics of adversarial training (AT). Our analysis of the energy lands…