Hoki Kim
Hoki Kim
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks].
bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
PGD-pytorch
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
adversarial-defenses-pytorch
PyTorch implementations of Adversarial defenses and utils.
catastrophic-overfitting
Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
CW-pytorch
A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
FGSM-pytorch
A pytorch implementation of "Explaining and harnessing adversarial examples"
MIDA-pytorch
PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"
IPNN-pytorch
A pytorch implementation of "Intriguing properties of neural networks"