Local Linearity and Double Descent in Catastrophic Overfitting

Varun Sivashankar, Nikil Selvam

Catastrophic overfitting is a phenomenon observed during Adversarial Training (AT) with the Fast Gradient Sign Method (FGSM) where the test robustness steeply declines over just on…