poisoning_certified_defenses:基于随机平滑的数据中毒防御有多强健？ 出现在CVPR 2021中

[{"title":"（ 25 个子文件 57KB ） poisoning_certified_defenses:基于随机平滑的数据中毒防御有多强健？ 出现在CVPR 2021中","children":[{"title":"poisoning_certified_defenses-main","children":[{"title":"models","children":[{"title":"mnist_keras_models.py <span style='color:#111;'> 822B </span>","children":null,"spread":false},{"title":"cifar10_keras_models.py <span style='color:#111;'> 8.15KB </span>","children":null,"spread":false}],"spread":true},{"title":"attack_generation","children":[{"title":"bilevel_optimizer","children":[{"title":"bilevel_approxgrad.py <span style='color:#111;'> 2.78KB </span>","children":null,"spread":false}],"spread":true},{"title":"macer","children":[{"title":"CIFAR10","children":[{"title":"poison_radius_macer.py <span style='color:#111;'> 6.17KB </span>","children":null,"spread":false},{"title":"bilevel_poison_radius_macer.py <span style='color:#111;'> 11.95KB </span>","children":null,"spread":false}],"spread":true},{"title":"MNIST","children":[{"title":"poison_certified_radius_macer.py <span style='color:#111;'> 5.96KB </span>","children":null,"spread":false},{"title":"bilevel_poison_radius_macer.py <span style='color:#111;'> 11.60KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"gaussian_data_augmentation","children":[{"title":"CIFAR10","children":[{"title":"bilevel_poison_radius.py <span style='color:#111;'> 7.32KB </span>","children":null,"spread":false},{"title":"poison_radius_gaussianaug.py <span style='color:#111;'> 5.19KB </span>","children":null,"spread":false}],"spread":true},{"title":"MNIST","children":[{"title":"poison_radius_gaussianaug.py <span style='color:#111;'> 5.40KB </span>","children":null,"spread":false},{"title":"bilevel_poison_radius_gaussianaug.py <span style='color:#111;'> 7.66KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"smoothadv","children":[{"title":"CIFAR10","children":[{"title":"poison_radius_smoothadv.py <span style='color:#111;'> 11.62KB </span>","children":null,"spread":false},{"title":"bilevel_poison_radius_smoothadv.py <span style='color:#111;'> 6.93KB </span>","children":null,"spread":false}],"spread":true},{"title":"MNIST","children":[{"title":"bilevel_poisoning_smoothadv_pgd.py <span style='color:#111;'> 6.93KB </span>","children":null,"spread":false},{"title":"poison_certified_radius_smoothadv_pgd.py <span style='color:#111;'> 11.49KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true},{"title":"evaluation","children":[{"title":"CIFAR10","children":[{"title":"smoothadv_training.py <span style='color:#111;'> 7.33KB </span>","children":null,"spread":false},{"title":"gaussian_augmented_training.py <span style='color:#111;'> 4.40KB </span>","children":null,"spread":false},{"title":"macer_training.py <span style='color:#111;'> 6.20KB </span>","children":null,"spread":false}],"spread":true},{"title":"randomized_smoothing_certification","children":[{"title":"certify_mnist.py <span style='color:#111;'> 5.71KB </span>","children":null,"spread":false},{"title":"certify_cifar10.py <span style='color:#111;'> 5.86KB </span>","children":null,"spread":false},{"title":"core.py <span style='color:#111;'> 5.16KB </span>","children":null,"spread":false}],"spread":true},{"title":"MNIST","children":[{"title":"smoothadv_training.py <span style='color:#111;'> 7.03KB </span>","children":null,"spread":false},{"title":"gaussian_augmented_training.py <span style='color:#111;'> 3.88KB </span>","children":null,"spread":false},{"title":"macer_training.py <span style='color:#111;'> 5.86KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 6.18KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}]