102 citations · 111 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 102 cited
Torchattacks: A PyTorch Repository for Adversarial Attacks
Hoki Kim
Torchattacks is a PyTorch library that contains adversarial attacks to generate adversarial examples and to verify the robustness of deep learning models. The code can be found at…
cs.LG2020★ 9 cited
Understanding Catastrophic Overfitting in Single-step Adversarial Training
Hoki Kim, Woojin Lee, Jaewook Lee
Although fast adversarial training has demonstrated both robustness and efficiency, the problem of "catastrophic overfitting" has been observed. This is a phenomenon in which, duri…