├── .DS_Store ├── .gitignore ├── README.md ├── __init__.py ├── adversarial_attacks.py ├── adversarial_evaluation.py ├── adversarial_perturbations.py ├── adversarial_training.py ├── bin-codes └── bin_codes.py ├── cifar10 ├── __init__.py ├── cifar_loader.py ├── cifar_resnets.py └── wide_resnets.py ├── config.json ├── config.py ├── custom_lpips ├── __init__.py ├── base_model.py ├── custom_dist_model.py └── weights │ ├── alex.pth │ ├── squeeze.pth │ └── vgg.pth ├── example_config.json ├── imagenet ├── __init__.py ├── data │ ├── cat.jpg │ ├── croco.jpg │ ├── imagenet_classes.txt │ ├── imagenet_synsets.txt │ ├── lena.jpg │ └── lena_224.png ├── examples │ ├── imagenet_eval.py │ ├── imagenet_logits.py │ ├── visu_arch.py │ └── voc2007_extract.py ├── imagenet_loader.py └── pretrainedmodels │ ├── __init__.py │ ├── datasets │ ├── __init__.py │ ├── utils.py │ └── voc.py │ ├── models │ ├── __init__.py │ ├── bninception.py │ ├── cafferesnet.py │ ├── dpn.py │ ├── fbresnet.py │ ├── fbresnet │ │ ├── resnet152_dump.lua │ │ └── resnet152_load.py │ ├── inceptionresnetv2.py │ ├── inceptionv4.py │ ├── nasnet.py │ ├── nasnet_mobile.py │ ├── resnext.py │ ├── resnext_features │ │ ├── __init__.py │ │ ├── resnext101_32x4d_features.py │ │ └── resnext101_64x4d_features.py │ ├── senet.py │ ├── torchvision_models.py │ ├── utils.py │ ├── vggm.py │ ├── wideresnet.py │ └── xception.py │ ├── utils.py │ └── version.py ├── loss_functions.py ├── main_sandbox.py ├── mnist ├── __init__.py └── mnist_loader.py ├── notebooks ├── images │ ├── adversarial_evaluation.png │ └── evaluationResult_ds.png ├── tutorial_1.ipynb ├── tutorial_2.ipynb └── tutorial_3.ipynb ├── prebuilt_attacks.py ├── prebuilt_loss_functions.py ├── requirements.txt ├── runpy.sh ├── scripts ├── __init__.py ├── advtrain.py ├── lpips_attack.py └── setup_cifar.py ├── spatial_transformers.py ├── st_sandbox.py └── utils ├── __init__.py ├── checkpoints.py ├── discretization.py ├── experiment_utils.py ├── image_utils.py ├── pytorch_ssim.py └── 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