Measuring Overfitting in Convolutional Neural Networks using Adversarial Perturbations and Label Noise

Svetlana Pavlitskaya, Joël Oswald, J. Marius Zöllner

Although numerous methods to reduce the overfitting of convolutional neural networks (CNNs) exist, it is still not clear how to confidently measure the degree of overfitting. A met…