GitHub - alevine0/DPA: Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"

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Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
FeatureLearningRotNet		FeatureLearningRotNet
SupContrast		SupContrast
checkpoints/cifar_nin_baseline_partitions_50		checkpoints/cifar_nin_baseline_partitions_50
.gitignore		.gitignore
LICENSE.TXT		LICENSE.TXT
README.txt		README.txt
certify.py		certify.py
cluster_binary_mnist.py		cluster_binary_mnist.py
evaluate_cifar_nin_baseline.py		evaluate_cifar_nin_baseline.py
evaluate_gtsrb_nin_baseline.py		evaluate_gtsrb_nin_baseline.py
evaluate_mnist_nin_baseline.py		evaluate_mnist_nin_baseline.py
evaluate_mnist_rotnet.py		evaluate_mnist_rotnet.py
gtsrb_dataset.py		gtsrb_dataset.py
one_seven_indices.pth		one_seven_indices.pth
one_seven_indices_test.pth		one_seven_indices_test.pth
order_dataset_for_unsupervised.py		order_dataset_for_unsupervised.py
partition_data_norm_hash.py		partition_data_norm_hash.py
partition_data_unsupervised.py		partition_data_unsupervised.py
partitions_hash_mean_cifar_1000.pth		partitions_hash_mean_cifar_1000.pth
partitions_hash_mean_cifar_250.pth		partitions_hash_mean_cifar_250.pth
partitions_hash_mean_cifar_50.pth		partitions_hash_mean_cifar_50.pth
partitions_hash_mean_gtsrb_100.pth		partitions_hash_mean_gtsrb_100.pth
partitions_hash_mean_gtsrb_200.pth		partitions_hash_mean_gtsrb_200.pth
partitions_hash_mean_gtsrb_400.pth		partitions_hash_mean_gtsrb_400.pth
partitions_hash_mean_gtsrb_50.pth		partitions_hash_mean_gtsrb_50.pth
partitions_hash_mean_mnist_1200.pth		partitions_hash_mean_mnist_1200.pth
partitions_hash_mean_mnist_3000.pth		partitions_hash_mean_mnist_3000.pth
partitions_unsupervised_mnist_1200.pth		partitions_unsupervised_mnist_1200.pth

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