├── LICENSE ├── README.md ├── checkpoints ├── model_noise12_size32_l2trades0435_beta6_dir │ └── model-res110-epoch.pt ├── model_noise18_size48_l2trades06525_beta6_dir │ └── model-res110-epoch.pt └── model_noise24_size64_l2trades087_beta6_dir │ └── model-res110-epoch.pt ├── code ├── __pycache__ │ ├── bounds.cpython-36.pyc │ └── trades.cpython-36.pyc ├── analyze.py ├── architectures.py ├── archs │ ├── __pycache__ │ │ └── cifar_resnet.cpython-36.pyc │ └── cifar_resnet.py ├── certify_trades.py ├── core.py ├── datasets.py ├── models │ ├── __init__.py │ ├── net_mnist.py │ ├── resnet.py │ ├── small_cnn.py │ └── wideresnet.py ├── trades.py ├── train_trades.py └── train_utils.py └── results ├── Salman2019_best_result ├── output_noise12_size32_l2trades0435_beta6 ├── output_noise12_size32_l2trades0435_beta6_full ├── output_noise18_size48_l2trades06525_beta6 ├── output_noise24_size64_l2trades087_beta6 ├── vary_dim_cifar10_trades.pdf └── vary_dim_cifar10_trades.png /LICENSE: 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