Ho Bae

Gradient Masking of Label Smoothing in Adversarial Robustness

2020 · IEEE Access

Deep neural networks (DNNs) have achieved impressive results in several image classification tasks. However, these architectures are unstable for adversarial examples (AEs) such as inputs crafted by a hardly perceptible perturbation with the intent of …