DeepCustom:通过快速和可定制的对抗性数据生成提高深度学习系统的鲁棒性
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2021-04-17
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DeepCustom:通过快速和可定制的对抗性数据生成提高深度学习系统的鲁棒性 （149个子文件） 
.gitignore 2KB cifar_keras.h5 501KB cifar_keras.h5 501KB cifar_keras.h5 501KB mnist_5x30.h5 130KB mnist_5x30.h5 130KB mnist_5x30.h5 130KB cifar_keras.json 3KB cifar_keras.json 3KB cifar_keras.json 3KB mnist_5x30.json 3KB mnist_5x30.json 3KB mnist_5x30.json 3KB config.json 1KB config.json 1KB config.json 1KB config.json 1021B config.json 979B config.json 907B config.json 902B README.md 19KB suspicious_feature_maps_3.pkl 1.27MB suspicious_feature_maps_5.pkl 1.26MB suspicious_feature_maps_2.pkl 1.26MB suspicious_feature_maps_6.pkl 1.26MB suspicious_feature_maps_4.pkl 1.26MB suspicious_feature_maps_1.pkl 1.26MB suspicious_feature_maps_9.pkl 1.25MB suspicious_feature_maps_7.pkl 1.25MB suspicious_feature_maps_8.pkl 1.25MB suspicious_feature_maps_0.pkl 1.25MB relevant_pixels_cifar400.pkl 32KB relevant_pixels_cifar80.pkl 7KB relevant_pixels_20.pkl 2KB suspicious_dense_neurons_5.pkl 1KB suspicious_dense_neurons_2.pkl 1KB suspicious_dense_neurons_3.pkl 1KB suspicious_dense_neurons_4.pkl 1KB suspicious_dense_neurons_0.pkl 1KB suspicious_dense_neurons_6.pkl 1KB suspicious_dense_neurons_7.pkl 1KB suspicious_dense_neurons_8.pkl 1KB suspicious_dense_neurons_1.pkl 1KB suspicious_dense_neurons_9.pkl 1KB suspicious_dense_neurons_2.pkl 1KB suspicious_dense_neurons_7.pkl 1KB suspicious_dense_neurons_3.pkl 1KB suspicious_dense_neurons_4.pkl 1KB suspicious_dense_neurons_5.pkl 1KB suspicious_dense_neurons_6.pkl 1KB suspicious_dense_neurons_8.pkl 1KB suspicious_dense_neurons_0.pkl 1KB suspicious_dense_neurons_1.pkl 1KB suspicious_dense_neurons_9.pkl 1KB
4.png 696KB 3.png 556KB 2.png 486KB 5.png 170KB dgn_training_table.PNG 99KB dgn_adversarial_training_table.PNG 96KB 1.png 84KB other_attacks_adversarial_training_table.PNG 76KB Helpers.py 22KB Helpers.py 18KB Helpers.py 15KB Helpers.py 15KB Helpers.py 14KB Helpers.py 14KB DataGenerator.py 8KB DataGenerator.py 8KB DataGenerator.py 8KB DataGenerator.py 8KB DataGenerator.py 8KB DataGenerator.py 8KB DetectSuspiciousNeurons.py 8KB DetectSuspiciousNeurons.py 8KB CustomLosses.py 8KB OriginalNetwork.py 6KB Helpers.py 6KB DataGeneratorNetwork.py 5KB evaluator.py 5KB evaluator.py 5KB evaluator.py 5KB AdversarialTrainerGF.py 5KB DataGeneratorNetwork.py 5KB evaluator.py 5KB evaluator.py 5KB evaluator.py 5KB DataGeneratorNetwork.py 5KB DataGeneratorNetwork.py 5KB DataGeneratorNetwork.py 5KB DataGeneratorNetwork.py 5KB adversarial_train.py 4KB adversarial_train.py 4KB adversarial_train.py 4KB adversarial_train.py 4KB adversarial_train.py 4KB adversarial_train.py 4KB CustomLosses.py 4KB Main.py 4KB共 149 条
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