Pinned Repositories
adversarial-training
blackbox-attack
Blackbox attacks for deep neural network models
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
ensemble-detection-attacks
The code from our paper, Adversarial Example Defense: Ensembles of Weak Defenses are not Strong
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
GAT-ImageNet
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
GAT-MNIST
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
HSJA
MagNet
MagNet: a Two-Pronged Defense against Adversarial Examples
ML-LOO
zoeleeee's Repositories
zoeleeee/adversarial-training
zoeleeee/blackbox-attack
Blackbox attacks for deep neural network models
zoeleeee/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
zoeleeee/ensemble-detection-attacks
The code from our paper, Adversarial Example Defense: Ensembles of Weak Defenses are not Strong
zoeleeee/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
zoeleeee/GAT-ImageNet
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
zoeleeee/GAT-MNIST
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
zoeleeee/HSJA
zoeleeee/MagNet
MagNet: a Two-Pronged Defense against Adversarial Examples
zoeleeee/ML-LOO
zoeleeee/mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
zoeleeee/nn_robust_attacks
Robust evasion attacks against neural network to find adversarial examples
zoeleeee/noise
zoeleeee/rnd_train
zoeleeee/robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
zoeleeee/SpectralNormalizationKeras
Spectral Normalization for Keras Dense and Convolution Layers