├── README.md └── code ├── __init__.py ├── analyze ├── Get_Labels_slim.py ├── __init__.py ├── compute_acc.py ├── compute_acc_slim.py ├── deep-learning.py ├── features │ ├── .DS_Store │ ├── features │ │ ├── .DS_Store │ │ ├── 1000-vggres-same-image_feature.npy │ │ ├── CW-untarget-slim-vgg16-k10_feature.npy │ │ ├── EAD-Res50-Slim_feature.npy │ │ ├── FGSM-Res-50-Slim-16_feature.npy │ │ └── IGSM-Res50-Slim-20-32_feature.npy │ ├── label │ │ ├── 1000-vggres-same-label.npy │ │ ├── ML_Labels_1000-vggres-same-image.npy │ │ ├── ML_Labels_CW-untarget-slim-res50-k0.npy │ │ ├── ML_Labels_CW-untarget-slim-res50-k10.npy │ │ ├── ML_Labels_CW-untarget-slim-res50-k20.npy │ │ ├── ML_Labels_CW-untarget-slim-res50-k30.npy │ │ ├── ML_Labels_CW-untarget-slim-vgg16-k10.npy │ │ ├── ML_Labels_EAD-Res50-Slim.npy │ │ ├── ML_Labels_FGSM-Res-50-Slim-16.npy │ │ ├── ML_Labels_FGSM-Res-50-Slim-2.npy │ │ ├── ML_Labels_FGSM-Res-50-Slim-4.npy │ │ ├── ML_Labels_FGSM-Res-50-Slim-8.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-12-16.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-12-32.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-12-8.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-20-16.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-20-32.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-20-8.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-6-16.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-6-32.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-6-8.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-8-16.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-8-32.npy │ │ ├── ML_Labels_IGSM-Res50-Slim-8-8.npy │ │ ├── RES-152-LL-LABEL.npy │ │ └── RES-152-NEXT-LABEL.npy │ ├── machine_learning-all.py │ └── temp │ │ ├── .DS_Store │ │ ├── CW-untarget-slim-res50-k0_feature.npy │ │ ├── CW-untarget-slim-res50-k10_feature.npy │ │ ├── CW-untarget-slim-res50-k20_feature.npy │ │ ├── CW-untarget-slim-res50-k30_feature.npy │ │ ├── FGSM-Res-50-Slim-2_feature.npy │ │ ├── FGSM-Res-50-Slim-4_feature.npy │ │ ├── FGSM-Res-50-Slim-8_feature.npy │ │ ├── IGSM-Res50-Slim-12-16_feature.npy │ │ ├── IGSM-Res50-Slim-12-32_feature.npy │ │ ├── IGSM-Res50-Slim-12-8_feature.npy │ │ ├── IGSM-Res50-Slim-20-16_feature.npy │ │ ├── IGSM-Res50-Slim-20-8_feature.npy │ │ ├── IGSM-Res50-Slim-6-16_feature.npy │ │ ├── IGSM-Res50-Slim-6-32_feature.npy │ │ ├── IGSM-Res50-Slim-6-8_feature.npy │ │ ├── IGSM-Res50-Slim-8-16_feature.npy │ │ ├── IGSM-Res50-Slim-8-32_feature.npy │ │ └── IGSM-Res50-Slim-8-8_feature.npy ├── machine_learning-all.py └── test_l2.py ├── attacker ├── CW_attacker │ ├── CW-slim-target-k10.py │ ├── CW-slim-target-k20.py │ ├── CW-slim-target-k30.py │ ├── CW-slim-target.py │ ├── CW-slim-untarget-RES152.py │ ├── CW-slim-untarget-VGG16-2.py │ ├── CW-slim-untarget-VGG16.py │ ├── CW-slim-untarget.py │ ├── CW_white_Attack-target.py │ ├── CW_white_Attack-untarget.py │ ├── attacks │ │ ├── __init__.py │ │ ├── deepfool.py │ │ ├── deepfool_wrapper.py │ │ ├── fgsm.py │ │ ├── igsm.py │ │ ├── jsma.py │ │ ├── l0_attack.py │ │ ├── l2_attack.py │ │ ├── l2_attack_255.py │ │ ├── l2_attack_new.py │ │ ├── l2_attack_target.py │ │ ├── l2_attack_target_fs.py │ │ ├── l2_attack_target_random_feature.py │ │ ├── l2_attack_target_random_model.py │ │ ├── l2_attack_untarget.py │ │ ├── l2_attack_untarget_1000_class.py │ │ ├── li_attack.py │ │ ├── smda.py │ │ ├── test.py │ │ └── tgsm.py │ └── l2_attack.py ├── EAD │ └── TIM │ │ ├── EAD-slim-white.py │ │ ├── EAD-slim.py │ │ ├── FGSM-slim-wrap-ori.py │ │ ├── Nfeature_38.py │ │ ├── T-TMI-slim.py │ │ ├── TMI-slim.py │ │ ├── TMI_fgsm.py │ │ ├── U-TMI-slim.py │ │ ├── UTMI-slim.py │ │ ├── compat.py │ │ ├── en_attack.py │ │ ├── en_attack_white.py │ │ ├── fast_gradient_method.py │ │ ├── momentum_iterative_method.py │ │ ├── utils.py │ │ └── utils_tf.py └── XGSM_attaker │ ├── FGSM-slim-wrap-res-152.py │ ├── IGSM-slim-wrap.py │ ├── TIM │ ├── EAD-slim-white.py │ ├── EAD-slim.py │ ├── FGSM-slim-wrap-ori.py │ ├── Nfeature_38.py │ ├── T-TMI-slim.py │ ├── TMI-slim.py │ ├── TMI_fgsm.py │ ├── U-TMI-slim.py │ ├── UTMI-slim.py │ ├── compat.py │ ├── en_attack.py │ ├── en_attack_white.py │ ├── fast_gradient_method.py │ ├── momentum_iterative_method.py │ ├── utils.py │ └── utils_tf.py │ ├── fgsmwrap.py │ └── igsm.py ├── defense ├── Defense_Ensemble.py ├── MagNet │ ├── defensive_models.py │ ├── mark.py │ ├── setup_ImageNet.py │ ├── setup_mnist.py │ ├── test_defense.py │ ├── train_defense.py │ ├── train_models.py │ ├── utils.py │ └── worker.py ├── NAT │ ├── adv_model.py │ ├── inference-example.py │ ├── main.py │ ├── nets.py │ ├── resnet_model.py │ └── third_party │ │ ├── __init__.py │ │ ├── imagenet_utils.py │ │ ├── serve-data.py │ │ └── utils.py ├── Nfeature_all_final_tf_kl.py └── __init__.py └── detector └── distortion ├── Nfeature-all.py ├── Nfeature_38.py ├── Nfeature_all_final.py ├── Nfeature_all_final_tf.py └── Nfeature_all_final_tf_kl.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GenerousMan/Adversarial-System/HEAD/README.md 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