├── .gitattributes ├── .gitignore ├── EXPERIMENTS.MD ├── LICENSE ├── README.md ├── code ├── analyze.py ├── architectures.py ├── archs │ ├── cifar_resnet.py │ ├── densenet.py │ └── lenet.py ├── certify.py ├── consistency.py ├── datasets.py ├── predict.py ├── third_party │ ├── __init__.py │ ├── core.py │ ├── macer.py │ └── smoothadv.py ├── train_cohen.py ├── train_consistency.py ├── train_macer.py ├── train_salman.py ├── train_stab.py └── train_utils.py └── data └── certify ├── cifar10 ├── cohen │ ├── cifar_densenet40 │ │ └── noise_0.50_2341 │ └── cifar_resnet20 │ │ └── noise_0.50_7483 ├── consistency │ ├── cohen │ │ └── num_2 │ │ │ ├── lbd_10.0 │ │ │ └── eta_0.5 │ │ │ │ ├── cifar_densenet40 │ │ │ │ └── noise_0.50 │ │ │ │ ├── cifar_resnet110 │ │ │ │ ├── noise_0.25 │ │ │ │ ├── noise_0.25_acc │ │ │ │ ├── noise_0.50 │ │ │ │ ├── noise_0.50_acc │ │ │ │ ├── noise_1.00 │ │ │ │ └── noise_1.00_acc │ │ │ │ └── cifar_resnet20 │ │ │ │ └── noise_0.50 │ │ │ ├── lbd_20.0 │ │ │ └── eta_0.5 │ │ │ │ ├── cifar_densenet40 │ │ │ │ └── noise_0.50 │ │ │ │ ├── cifar_resnet110 │ │ │ │ ├── noise_0.25 │ │ │ │ └── noise_0.25_acc │ │ │ │ └── cifar_resnet20 │ │ │ │ └── noise_0.50 │ │ │ └── lbd_5.0 │ │ │ └── eta_0.5 │ │ │ ├── cifar_densenet40 │ │ │ └── noise_0.50 │ │ │ ├── cifar_resnet110 │ │ │ ├── noise_1.00 │ │ │ └── noise_1.00_acc │ │ │ └── cifar_resnet20 │ │ │ └── noise_0.50 │ ├── salman_255.0_10_10 │ │ └── num_4 │ │ │ └── lbd_2.0 │ │ │ └── eta_0.5 │ │ │ └── cifar_resnet110 │ │ │ ├── noise_0.25 │ │ │ └── noise_0.25_acc │ └── salman_512.0_10_10 │ │ └── num_2 │ │ └── lbd_1.0 │ │ └── eta_0.5 │ │ └── cifar_resnet110 │ │ ├── noise_0.50 │ │ ├── noise_0.50_acc │ │ ├── noise_1.00 │ │ └── noise_1.00_acc ├── macer │ └── num_16 │ │ └── lbd_4.0 │ │ └── gamma_8.0 │ │ └── beta_16.0 │ │ ├── cifar_densenet40 │ │ └── noise_0.50_8966 │ │ └── cifar_resnet20 │ │ └── noise_0.50_6947 ├── salman │ ├── pgd_255.0_10_10 │ │ └── num_8 │ │ │ ├── cifar_densenet40 │ │ │ └── noise_0.50_6091 │ │ │ └── cifar_resnet20 │ │ │ └── noise_0.50_8916 │ └── pgd_512.0_10_10 │ │ └── num_2 │ │ ├── cifar_densenet40 │ │ ├── noise_0.50_1149 │ │ └── noise_0.50_1149_o │ │ └── cifar_resnet20 │ │ └── noise_0.50_3696 └── stab │ └── lbd_2 │ ├── cifar_densenet40 │ └── noise_0.5_9093 │ └── cifar_resnet20 │ └── noise_0.5_1682 ├── imagenet └── consistency │ └── cohen │ └── num_2 │ └── lbd_5.0 │ ├── eta_0.1 │ └── noise_1.00 │ └── eta_0.5 │ └── noise_0.50 └── mnist ├── cohen ├── noise_0.25_3870 ├── noise_0.25_4067 ├── noise_0.25_6298 ├── noise_0.25_919 ├── noise_0.25_9555 ├── noise_0.50_1801 ├── noise_0.50_393 ├── noise_0.50_4490 ├── noise_0.50_4608 ├── noise_0.50_880 ├── noise_1.00_2110 ├── noise_1.00_5510 ├── noise_1.00_5991 ├── noise_1.00_8335 └── noise_1.00_9609 ├── consistency ├── cohen │ ├── num_2 │ │ ├── lbd_1.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ └── noise_1.00_0_acc │ │ ├── lbd_10.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_0.25_1 │ │ │ │ ├── noise_0.25_1_acc │ │ │ │ ├── noise_0.25_2 │ │ │ │ ├── noise_0.25_3 │ │ │ │ ├── noise_0.25_4 │ │ │ │ └── noise_0.25_5 │ │ ├── lbd_15.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ └── noise_1.00_0_acc │ │ ├── lbd_20.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ └── noise_1.00_0_acc │ │ ├── lbd_25.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ └── noise_1.00_0_acc │ │ ├── lbd_30.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ └── noise_1.00_0_acc │ │ ├── lbd_5.0 │ │ │ └── eta_0.5 │ │ │ │ ├── noise_0.25_0 │ │ │ │ ├── noise_0.25_0_acc │ │ │ │ ├── noise_0.50_1 │ │ │ │ ├── noise_0.50_1_acc │ │ │ │ ├── noise_0.50_2 │ │ │ │ ├── noise_0.50_3 │ │ │ │ ├── noise_0.50_4 │ │ │ │ ├── noise_0.50_5 │ │ │ │ ├── noise_1.00_0 │ │ │ │ ├── noise_1.00_0_acc │ │ │ │ ├── noise_1.00_1 │ │ │ │ ├── noise_1.00_2 │ │ │ │ ├── noise_1.00_3 │ │ │ │ ├── noise_1.00_4 │ │ │ │ └── noise_1.00_5 │ │ └── lbd_50.0 │ │ │ └── eta_0.5 │ │ │ ├── noise_1.00_0 │ │ │ └── noise_1.00_0_acc │ ├── num_4 │ │ └── lbd_5.0 │ │ │ └── eta_0.5 │ │ │ ├── noise_0.25_0 │ │ │ ├── noise_0.25_0_acc │ │ │ ├── noise_0.50_0 │ │ │ ├── noise_0.50_0_acc │ │ │ ├── noise_1.00_0 │ │ │ └── noise_1.00_0_acc │ └── num_8 │ │ └── lbd_5.0 │ │ └── eta_0.5 │ │ ├── noise_0.25_0 │ │ ├── noise_0.25_0_acc │ │ ├── noise_0.50_0 │ │ ├── noise_0.50_0_acc │ │ ├── noise_1.00_0 │ │ └── noise_1.00_0_acc └── salman_255.0_10_10 │ └── num_4 │ └── lbd_1.0 │ └── eta_0.5 │ ├── noise_0.25_1 │ ├── noise_0.25_1_acc │ ├── noise_0.25_2 │ ├── noise_0.25_3 │ ├── noise_0.25_4 │ ├── noise_0.25_5 │ ├── noise_0.50_1 │ ├── noise_0.50_1_acc │ ├── noise_0.50_2 │ ├── noise_0.50_3 │ ├── noise_0.50_4 │ ├── noise_0.50_5 │ ├── noise_1.00_1 │ ├── noise_1.00_1_acc │ ├── noise_1.00_2 │ ├── noise_1.00_3 │ ├── noise_1.00_4 │ └── noise_1.00_5 ├── macer_deferred30 └── num_16 │ ├── lbd_16.0 │ └── gamma_8.0 │ │ └── beta_16.0 │ │ ├── noise_0.25_12 │ │ ├── noise_0.25_1576 │ │ ├── noise_0.25_3256 │ │ ├── noise_0.25_6753 │ │ ├── noise_0.25_8651 │ │ ├── noise_0.50_1221 │ │ ├── noise_0.50_149 │ │ ├── noise_0.50_2869 │ │ ├── noise_0.50_4292 │ │ └── noise_0.50_4711 │ └── lbd_6.0 │ └── gamma_8.0 │ └── beta_16.0 │ ├── noise_1.00_1549 │ ├── noise_1.00_4153 │ ├── noise_1.00_505 │ ├── noise_1.00_508 │ └── noise_1.00_7191 ├── salman └── pgd_255.0_10_10 │ └── num_4 │ ├── noise_0.25_3762 │ ├── noise_0.25_4448 │ ├── noise_0.25_4935 │ ├── noise_0.25_7656 │ ├── noise_0.25_9914 │ ├── noise_0.50_3916 │ ├── noise_0.50_4372 │ ├── noise_0.50_5218 │ ├── noise_0.50_5947 │ ├── noise_0.50_647 │ ├── noise_1.00_1099 │ ├── noise_1.00_1316 │ ├── noise_1.00_2083 │ ├── noise_1.00_5533 │ └── noise_1.00_8071 └── stab └── lbd_2 ├── noise_0.25_4654 ├── noise_0.25_5123 ├── noise_0.25_7691 ├── noise_0.25_8971 ├── noise_0.25_9926 ├── noise_0.5_1297 ├── noise_0.5_1590 ├── noise_0.5_4945 ├── noise_0.5_5843 ├── noise_0.5_6664 ├── noise_1.0_1944 ├── noise_1.0_6029 ├── noise_1.0_6211 ├── noise_1.0_6878 └── noise_1.0_7840 /.gitattributes: -------------------------------------------------------------------------------- 1 | data/* 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