├── .gitignore ├── D_net.py ├── MMattack ├── README.MD ├── adversarial_training.py ├── attack_apgd.py ├── attack_generator.py ├── autoattack_test.py ├── fab_pt.py ├── mm_at.py ├── mm_attack.py ├── mmu_at.py ├── square.py ├── train_apgd.py └── utils │ ├── __init__.py │ └── logger.py ├── README.md ├── ablation_R.py ├── assets └── overview.jpg ├── autoattack ├── __init__.py ├── autoattack.py ├── autopgd_base.py ├── autopgd_pt.py ├── autopgd_tf.py ├── checks.py ├── fab_base.py ├── fab_projections.py ├── fab_pt.py ├── fab_tf.py ├── other_utils.py ├── square.py ├── utils_tf.py └── utils_tf2.py ├── cauculate_MMD.py ├── classifiers ├── attribute_classifier.py ├── attribute_net.py └── cifar10_resnet.py ├── command └── command.sh ├── configs ├── celeba.yml ├── cifar10.yml └── imagenet.yml ├── data ├── __init__.py └── datasets.py ├── ddpm ├── LICENSE_UNET_DDPM └── unet_ddpm.py ├── ensattack.py ├── epsad.yaml ├── eval_epsad.py ├── guided_diffusion ├── LICENSE_GUIDED_DIFFUSION ├── __init__.py ├── dist_util.py ├── fp16_util.py ├── gaussian_diffusion.py ├── image_datasets.py ├── logger.py ├── losses.py ├── nn.py ├── resample.py ├── respace.py ├── script_util.py ├── train_util.py └── unet.py ├── net_D ├── cifar │ └── 8 │ │ └── logistic_regression_model.pkl └── imagenet │ └── 6 │ └── logistic_regression_model.pkl ├── robustbench ├── __init__.py ├── data.py ├── eval.py ├── leaderboard │ ├── __init__.py │ └── template.py ├── loaders.py ├── model_zoo │ ├── __init__.py │ ├── architectures │ │ ├── CARD_resnet.py │ │ ├── __init__.py │ │ ├── boosting_wide_resnet.py │ │ ├── dm_wide_resnet.py │ │ ├── paf_wide_resnet.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ ├── resnext.py │ │ ├── robust_wide_resnet.py │ │ ├── sodef_layers.py │ │ ├── utils_architectures.py │ │ └── wide_resnet.py │ ├── cifar10.py │ ├── cifar100.py │ ├── enums.py │ ├── imagenet.py │ ├── models.py │ ├── resnet.py │ └── wide_resnet.py ├── utils.py └── zenodo_download.py ├── runners ├── diffpure_ddpm.py ├── diffpure_guided.py ├── diffpure_ldsde.py ├── diffpure_ode.py └── diffpure_sde.py ├── score_dataloader.py ├── score_sde ├── LICENSE_SCORE_SDE ├── losses.py ├── models │ ├── __init__.py │ ├── ddpm.py │ ├── ema.py │ ├── layers.py │ ├── layerspp.py │ ├── ncsnpp.py │ ├── ncsnv2.py │ ├── normalization.py │ ├── up_or_down_sampling.py │ └── utils.py ├── op │ ├── __init__.py │ ├── fused_act.py │ ├── fused_bias_act.cpp │ ├── fused_bias_act_kernel.cu │ ├── upfirdn2d.cpp │ ├── upfirdn2d.py │ └── upfirdn2d_kernel.cu ├── sampling.py └── sde_lib.py ├── test_demo.py ├── train_D.py ├── utils.py └── utils_MMD.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZSHsh98/EPS-AD/HEAD/.gitignore -------------------------------------------------------------------------------- /D_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZSHsh98/EPS-AD/HEAD/D_net.py 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