DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks

Shiwen Ni, Jiawen Li, Hung-Yu Kao

Adversarial training has been proven to be a powerful regularization method to improve the generalization of models. However, current adversarial training methods only attack the o…