Index

_

_dataset (advsecurenet.datasets.base_dataset.BaseDataset attribute)

A

abort_early (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) ADAGRAD (advsecurenet.shared.optimizer.Optimizer attribute) ADAM (advsecurenet.shared.optimizer.Optimizer attribute) ADAMAX (advsecurenet.shared.optimizer.Optimizer attribute) ADAMW (advsecurenet.shared.optimizer.Optimizer attribute) add_layer() (advsecurenet.models.base_model.BaseModel method) (advsecurenet.models.model_factory.ModelFactory static method) add_norm_layer (cli.shared.types.utils.model.ModelNormConfig attribute) ADVERSARIAL_EVALUATION (advsecurenet.shared.types.configs.configs.ConfigType attribute) ADVERSARIAL_TRAINING (advsecurenet.shared.types.configs.configs.ConfigType attribute) adversarial_training (cli.shared.types.defense.adversarial_training.ATCliConfigType attribute) AdversarialAttack (class in advsecurenet.attacks.base.adversarial_attack) AdversarialDataset (class in advsecurenet.datasets.targeted_adv_dataset) AdversarialEvaluationCliConfigType (class in cli.shared.types.evaluation.evaluation) AdversarialEvaluationConfigType (class in cli.shared.types.evaluation.evaluation) AdversarialEvaluator (class in advsecurenet.evaluation.adversarial_evaluator) AdversarialTargetGenerator (class in advsecurenet.utils.adversarial_target_generator) AdversarialTraining (class in advsecurenet.defenses.adversarial_training) AdversarialTrainingConfig (class in advsecurenet.shared.types.configs.defense_configs.adversarial_training_config) (class in cli.shared.types.defense.adversarial_training) advsecurenet module advsecurenet.attacks module advsecurenet.attacks.attacker module advsecurenet.attacks.attacker.attacker module advsecurenet.attacks.attacker.ddp_attacker module advsecurenet.attacks.base module advsecurenet.attacks.base.adversarial_attack module advsecurenet.attacks.decision_based module advsecurenet.attacks.decision_based.boundary module advsecurenet.attacks.gradient_based module advsecurenet.attacks.gradient_based.cw module advsecurenet.attacks.gradient_based.deepfool module advsecurenet.attacks.gradient_based.fgsm module advsecurenet.attacks.gradient_based.lots module advsecurenet.attacks.gradient_based.pgd module advsecurenet.dataloader module advsecurenet.dataloader.data_loader_factory module advsecurenet.dataloader.distributed_eval_sampler module advsecurenet.datasets module advsecurenet.datasets.base_dataset module advsecurenet.datasets.Cifar10 module advsecurenet.datasets.Cifar10.cifar10_dataset module advsecurenet.datasets.Custom module advsecurenet.datasets.Custom.CustomDataset module advsecurenet.datasets.dataset_factory module advsecurenet.datasets.ImageNet module advsecurenet.datasets.ImageNet.imagenet_dataset module advsecurenet.datasets.MNIST module advsecurenet.datasets.MNIST.mnist_dataset module advsecurenet.datasets.svhn module advsecurenet.datasets.svhn.svhn_dataset module advsecurenet.datasets.targeted_adv_dataset module advsecurenet.defenses module advsecurenet.defenses.adversarial_training module advsecurenet.defenses.ddp_adversarial_training module advsecurenet.distributed module advsecurenet.distributed.ddp_base_task module advsecurenet.distributed.ddp_coordinator module advsecurenet.evaluation module advsecurenet.evaluation.adversarial_evaluator module advsecurenet.evaluation.base_evaluator module advsecurenet.evaluation.evaluators module advsecurenet.evaluation.evaluators.attack_success_rate_evaluator module advsecurenet.evaluation.evaluators.perturbation_distance_evaluator module advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator module advsecurenet.evaluation.evaluators.robustness_gap_evaluator module advsecurenet.evaluation.evaluators.similarity_evaluator module advsecurenet.evaluation.evaluators.transferability_evaluator module advsecurenet.evaluation.tester module advsecurenet.models module advsecurenet.models.base_model module advsecurenet.models.custom_model module advsecurenet.models.CustomModels module advsecurenet.models.CustomModels.CustomCifar10Model module advsecurenet.models.CustomModels.CustomMnistModel module advsecurenet.models.external_model module advsecurenet.models.model_factory module advsecurenet.models.standard_model module

advsecurenet.shared module advsecurenet.shared.adversarial_evaluators module advsecurenet.shared.colors module advsecurenet.shared.loss module advsecurenet.shared.normalization_params module advsecurenet.shared.optimizer module advsecurenet.shared.scheduler module advsecurenet.shared.types module advsecurenet.shared.types.attacks module advsecurenet.shared.types.configs module advsecurenet.shared.types.configs.attack_configs module advsecurenet.shared.types.configs.attack_configs.attack_config module advsecurenet.shared.types.configs.attack_configs.attacker_config module advsecurenet.shared.types.configs.attack_configs.cw_attack_config module advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config module advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config module advsecurenet.shared.types.configs.attack_configs.fgsm_attack_config module advsecurenet.shared.types.configs.attack_configs.lots_attack_config module advsecurenet.shared.types.configs.attack_configs.pgd_attack_config module advsecurenet.shared.types.configs.configs module advsecurenet.shared.types.configs.dataloader_config module advsecurenet.shared.types.configs.defense_configs module advsecurenet.shared.types.configs.defense_configs.adversarial_training_config module advsecurenet.shared.types.configs.device_config module advsecurenet.shared.types.configs.model_config module advsecurenet.shared.types.configs.preprocess_config module advsecurenet.shared.types.configs.test_config module advsecurenet.shared.types.configs.train_config module advsecurenet.shared.types.dataset module advsecurenet.shared.types.model module advsecurenet.trainer module advsecurenet.trainer.ddp_trainer module advsecurenet.trainer.trainer module advsecurenet.utils module advsecurenet.utils.adversarial_target_generator module advsecurenet.utils.data module advsecurenet.utils.dataclass module advsecurenet.utils.ddp module advsecurenet.utils.device_manager module advsecurenet.utils.dot_dict module advsecurenet.utils.logging module advsecurenet.utils.loss module advsecurenet.utils.model_utils module advsecurenet.utils.network module advsecurenet.utils.normalization_layer module advsecurenet.utils.reproducibility_utils module alpha (advsecurenet.shared.types.configs.attack_configs.pgd_attack_config.PgdAttackConfig attribute) ASGD (advsecurenet.shared.optimizer.Optimizer attribute) ATCliConfigType (class in cli.shared.types.defense.adversarial_training) ATCLITrainer (class in cli.logic.defense.adversarial_training.adversarial_training_cli) attack (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) ATTACK (advsecurenet.shared.types.configs.configs.ConfigType attribute) attack (cli.shared.types.evaluation.evaluation.AdversarialEvaluationConfigType attribute) attack() (advsecurenet.attacks.base.adversarial_attack.AdversarialAttack method) (advsecurenet.attacks.decision_based.boundary.DecisionBoundary method) (advsecurenet.attacks.gradient_based.cw.CWAttack method) (advsecurenet.attacks.gradient_based.deepfool.DeepFool method) (advsecurenet.attacks.gradient_based.fgsm.FGSM method) (advsecurenet.attacks.gradient_based.lots.LOTS method) (advsecurenet.attacks.gradient_based.pgd.PGD method) attack_config (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.cw.CwAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.decision_boundary.DecisionBoundaryAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.deepfool.DeepFoolAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.fgsm.FgsmAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.lots.LotsAttackCLIConfigType attribute) (cli.shared.types.attack.attacks.pgd.PgdAttackCLIConfigType attribute) attack_config_check() (in module cli.shared.utils.config) attack_parameters (cli.shared.types.attack.attack.AttackCLIConfigType attribute) attack_procedure (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) AttackCLIConfigType (class in cli.shared.types.attack.attack) AttackConfig (class in advsecurenet.shared.types.configs.attack_configs.attack_config) Attacker (class in advsecurenet.attacks.attacker.attacker) AttackerConfig (class in advsecurenet.shared.types.configs.attack_configs.attacker_config) AttackProcedureCliConfigType (class in cli.shared.types.attack.attack) attacks (advsecurenet.shared.types.configs.defense_configs.adversarial_training_config.AdversarialTrainingConfig attribute) (cli.shared.types.defense.adversarial_training.AdversarialTrainingConfig attribute) AttacksDatasetCliConfigType (class in cli.shared.types.utils.dataset) AttackSuccessRateEvaluator (class in advsecurenet.evaluation.evaluators.attack_success_rate_evaluator) AttackType (class in advsecurenet.shared.types.attacks) AttackWithNameConfigDict (class in cli.shared.types.attack.attack) auto_generate_target (cli.shared.types.utils.target.TargetCLIConfigType attribute) available_custom_models() (advsecurenet.models.model_factory.ModelFactory static method) available_datasets() (advsecurenet.datasets.dataset_factory.DatasetFactory static method) available_models() (advsecurenet.models.model_factory.ModelFactory static method) available_standard_models() (advsecurenet.models.model_factory.ModelFactory static method) available_weights() (advsecurenet.models.custom_model.CustomModel static method) (advsecurenet.models.model_factory.ModelFactory static method) (advsecurenet.models.standard_model.StandardModel static method)

B

BaseAttackCLIConfigType (class in cli.shared.types.attack.attack) BaseDataset (class in advsecurenet.datasets.base_dataset) BaseEvaluator (class in advsecurenet.evaluation.base_evaluator) BaseModel (class in advsecurenet.models.base_model) BaseModelConfig (class in advsecurenet.shared.types.configs.model_config)

batch_size (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.utils.dataloader.DataLoaderConfig attribute) BCE_LOSS (advsecurenet.shared.loss.Loss attribute) BCE_WITH_LOGITS_LOSS (advsecurenet.shared.loss.Loss attribute) binary_search_steps (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) build_config() (in module cli.shared.utils.config)

C

c_init (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) c_lower (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) c_upper (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) calculate_l0_distance() (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) calculate_l2_distance() (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) calculate_l_inf_distance() (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) calculate_perturbation_distances() (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) calculate_perturbation_effectiveness_score() (advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator.PerturbationEffectivenessEvaluator method) calculate_psnr() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) calculate_similarity_scores() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) calculate_ssim() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) check_model_loaded() (in module advsecurenet.models.base_model) checkpoint_interval (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute) CheckpointConfig (class in advsecurenet.shared.types.configs.train_config) CIFAR10 (advsecurenet.shared.types.dataset.DatasetType attribute) CIFAR100 (advsecurenet.shared.types.dataset.DatasetType attribute) CIFAR100Dataset (class in advsecurenet.datasets.Cifar10.cifar10_dataset) CIFAR10Dataset (class in advsecurenet.datasets.Cifar10.cifar10_dataset) cli.commands module cli.commands.attack module cli.commands.attack.commands module cli.commands.defense module cli.commands.defense.commands module cli.commands.evaluation module cli.commands.evaluation.adversarial module cli.commands.evaluation.adversarial.commands module cli.commands.evaluation.commands module cli.commands.train module cli.commands.train.commands module cli.commands.utils module cli.commands.utils.commands module cli.commands.utils.configs module cli.commands.utils.configs.commands module cli.commands.utils.models module cli.commands.utils.models.commands module cli.commands.utils.normalization module cli.commands.utils.normalization.commands module cli.commands.utils.weights module cli.commands.utils.weights.commands module cli.configs module cli.configs.attacks module cli.configs.attacks.base module cli.configs.attacks.shared module cli.configs.defenses module cli.configs.evaluation module cli.configs.shared module cli.configs.train_test module cli.logic module cli.logic.attack module cli.logic.attack.attack module cli.logic.attack.attacker module cli.logic.defense module cli.logic.defense.adversarial_training module cli.logic.defense.adversarial_training.adversarial_training_cli module cli.logic.defense.defense module cli.logic.evaluation module cli.logic.evaluation.adversarial_evaluation module cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator module cli.logic.evaluation.evaluation module cli.logic.evaluation.test module cli.logic.evaluation.test.test module cli.logic.evaluation.test.tester module cli.logic.train module cli.logic.train.train module cli.logic.train.trainer module cli.logic.utils module cli.logic.utils.config module cli.logic.utils.model module cli.logic.utils.normalization_params module cli.shared module

cli.shared.messages module cli.shared.messages.errors module cli.shared.messages.infos module cli.shared.messages.warnings module cli.shared.types module cli.shared.types.attack module cli.shared.types.attack.attack module cli.shared.types.attack.attacks module cli.shared.types.attack.attacks.cw module cli.shared.types.attack.attacks.decision_boundary module cli.shared.types.attack.attacks.deepfool module cli.shared.types.attack.attacks.fgsm module cli.shared.types.attack.attacks.lots module cli.shared.types.attack.attacks.pgd module cli.shared.types.defense module cli.shared.types.defense.adversarial_training module cli.shared.types.evaluation module cli.shared.types.evaluation.evaluation module cli.shared.types.evaluation.testing module cli.shared.types.train module cli.shared.types.train.training module cli.shared.types.utils module cli.shared.types.utils.dataloader module cli.shared.types.utils.dataset module cli.shared.types.utils.device module cli.shared.types.utils.model module cli.shared.types.utils.target module cli.shared.utils module cli.shared.utils.attack_mappings module cli.shared.utils.config module cli.shared.utils.dataloader module cli.shared.utils.dataset module cli.shared.utils.helpers module cli.shared.utils.model module cli_adversarial_evaluation() (in module cli.logic.evaluation.evaluation) cli_adversarial_training() (in module cli.logic.defense.defense) cli_attack() (in module cli.logic.attack.attack) cli_available_weights() (in module cli.logic.utils.model) cli_config_default() (in module cli.logic.utils.config) cli_configs() (in module cli.logic.utils.config) cli_download_weights() (in module cli.logic.utils.model) cli_list_adversarial_evaluations() (in module cli.logic.evaluation.evaluation) cli_model_layers() (in module cli.logic.utils.model) cli_models() (in module cli.logic.utils.model) cli_normalization_params() (in module cli.logic.utils.normalization_params) cli_test() (in module cli.logic.evaluation.test.test) cli_train() (in module cli.logic.train.train) CLIAdversarialEvaluator (class in cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator) CLIAttacker (class in cli.logic.attack.attacker) CLIErrorMessages (class in cli.shared.messages.errors) clip_max (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) clip_min (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) CLITester (class in cli.logic.evaluation.test.tester) CLITrainer (class in cli.logic.train.trainer) CLITrainerErrorMessages (class in cli.shared.messages.errors) common_attack_options() (in module cli.commands.attack.commands) config (cli.logic.evaluation.test.tester.CLITester attribute) (cli.logic.train.trainer.CLITrainer attribute) (cli.shared.types.attack.attack.AttackWithNameConfigDict attribute) (cli.shared.types.defense.adversarial_training.ModelWithConfigDict attribute) ConfigType (class in advsecurenet.shared.types.configs.configs) convert() (cli.commands.train.commands.IntListParamType method) COSINE_ANNEALING_LR (advsecurenet.shared.scheduler.Scheduler attribute) COSINE_ANNEALING_WARM_RESTARTS (advsecurenet.shared.scheduler.Scheduler attribute) COSINE_EMBEDDING_LOSS (advsecurenet.shared.loss.Loss attribute) create_dataloader() (advsecurenet.dataloader.data_loader_factory.DataLoaderFactory static method) create_dataset() (advsecurenet.datasets.dataset_factory.DatasetFactory static method) create_model() (advsecurenet.models.model_factory.ModelFactory static method) (in module cli.shared.utils.model) CreateModelConfig (class in advsecurenet.shared.types.configs.model_config) criterion (advsecurenet.shared.types.configs.test_config.TestConfig attribute) (advsecurenet.shared.types.configs.train_config.TrainingProcessConfig attribute) (cli.shared.types.evaluation.testing.Testing attribute) (cli.shared.types.train.training.Training attribute) CROSS_ENTROPY (advsecurenet.shared.loss.Loss attribute) CUSTOM (advsecurenet.shared.types.dataset.DatasetType attribute) (advsecurenet.shared.types.model.ModelType attribute) custom_models_path (advsecurenet.shared.types.configs.model_config.CustomModelConfig attribute) CustomCifar10Model (class in advsecurenet.models.CustomModels.CustomCifar10Model) CustomDataset (class in advsecurenet.datasets.Custom.CustomDataset) CustomMnistModel (class in advsecurenet.models.CustomModels.CustomMnistModel) CustomModel (class in advsecurenet.models.custom_model) CustomModelConfig (class in advsecurenet.shared.types.configs.model_config) CW (advsecurenet.shared.types.attacks.AttackType attribute) CWAttack (class in advsecurenet.attacks.gradient_based.cw) CwAttackCLIConfigType (class in cli.shared.types.attack.attacks.cw) CWAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.cw_attack_config) CYCLIC_LR (advsecurenet.shared.scheduler.Scheduler attribute)

D

data_type (advsecurenet.datasets.base_dataset.BaseDataset attribute) dataclass_to_dict() (in module advsecurenet.dataloader.data_loader_factory) dataloader (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) (cli.shared.types.evaluation.testing.TestingCliConfigType attribute) (cli.shared.types.train.training.TrainingCliConfigType attribute) DataLoaderCliConfigType (class in cli.shared.types.utils.dataloader) DataLoaderConfig (class in advsecurenet.shared.types.configs.dataloader_config) (class in cli.shared.types.utils.dataloader) DataLoaderFactory (class in advsecurenet.dataloader.data_loader_factory) DATASET (advsecurenet.shared.types.configs.configs.ConfigType attribute) dataset (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) (cli.shared.types.evaluation.testing.TestingCliConfigType attribute) (cli.shared.types.train.training.TrainingCliConfigType attribute) dataset_name (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) dataset_part (cli.shared.types.utils.dataset.AttacksDatasetCliConfigType attribute), [1] DatasetCliConfigType (class in cli.shared.types.utils.dataset) DatasetFactory (class in advsecurenet.datasets.dataset_factory) DATASETS (advsecurenet.shared.normalization_params.NormalizationParameters attribute) DatasetType (class in advsecurenet.shared.types.dataset) DatasetWrapper (class in advsecurenet.datasets.base_dataset) DataType (class in advsecurenet.shared.types.dataset) ddp_setup() (advsecurenet.distributed.ddp_coordinator.DDPCoordinator method) DDPAdversarialTraining (class in advsecurenet.defenses.ddp_adversarial_training) DDPAttacker (class in advsecurenet.attacks.attacker.ddp_attacker) DDPBaseTask (class in advsecurenet.distributed.ddp_base_task) DDPCoordinator (class in advsecurenet.distributed.ddp_coordinator)

DDPTrainer (class in advsecurenet.trainer.ddp_trainer) DECISION_BOUNDARY (advsecurenet.shared.types.attacks.AttackType attribute) DecisionBoundary (class in advsecurenet.attacks.decision_based.boundary) DecisionBoundaryAttackCLIConfigType (class in cli.shared.types.attack.attacks.decision_boundary) DecisionBoundaryAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config) deep_feature_layer (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] deep_update() (in module cli.shared.utils.config) DEEPFOOL (advsecurenet.shared.types.attacks.AttackType attribute) DeepFool (class in advsecurenet.attacks.gradient_based.deepfool) DeepFoolAttackCLIConfigType (class in cli.shared.types.attack.attacks.deepfool) DeepFoolAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config) default (cli.shared.types.utils.dataloader.DataLoaderCliConfigType attribute) DEFENSE (advsecurenet.shared.types.configs.configs.ConfigType attribute) device (advsecurenet.shared.types.configs.attack_configs.attack_config.AttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute) (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) (cli.shared.types.evaluation.testing.TestingCliConfigType attribute) (cli.shared.types.train.training.TrainingCliConfigType attribute) DeviceConfig (class in advsecurenet.shared.types.configs.device_config) (class in cli.shared.types.utils.device) DeviceManager (class in advsecurenet.utils.device_manager) disable_existing_loggers (advsecurenet.utils.logging.LoggingConfig attribute), [1] DistributedEvalSampler (class in advsecurenet.dataloader.distributed_eval_sampler) DotDict (class in advsecurenet.utils.dot_dict) download (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) download_weights() (in module advsecurenet.utils.model_utils) drop_last (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.utils.dataloader.DataLoaderConfig attribute)

E

early_stopping (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) early_stopping_patience (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) early_stopping_threshold (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) epochs (advsecurenet.shared.types.configs.train_config.TrainingProcessConfig attribute) (cli.shared.types.train.training.Training attribute) epsilon (advsecurenet.shared.types.configs.attack_configs.fgsm_attack_config.FgsmAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] (advsecurenet.shared.types.configs.attack_configs.pgd_attack_config.PgdAttackConfig attribute) EVALUATION (advsecurenet.shared.types.configs.configs.ConfigType attribute)

evaluation_config (cli.shared.types.evaluation.evaluation.AdversarialEvaluationCliConfigType attribute) evaluators (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) (cli.shared.types.evaluation.evaluation.AdversarialEvaluationConfigType attribute) execute() (advsecurenet.attacks.attacker.attacker.Attacker method) (advsecurenet.attacks.attacker.ddp_attacker.DDPAttacker method) (cli.logic.attack.attacker.CLIAttacker method) EXPONENTIAL_LR (advsecurenet.shared.scheduler.Scheduler attribute) EXTERNAL (advsecurenet.shared.types.model.ModelType attribute) ExternalModel (class in advsecurenet.models.external_model) ExternalModelConfig (class in advsecurenet.shared.types.configs.model_config)

F

FASHION_MNIST (advsecurenet.shared.types.dataset.DatasetType attribute) FashionMNISTDataset (class in advsecurenet.datasets.MNIST.mnist_dataset) FGSM (advsecurenet.shared.types.attacks.AttackType attribute) (class in advsecurenet.attacks.gradient_based.fgsm) FgsmAttackCLIConfigType (class in cli.shared.types.attack.attacks.fgsm) FgsmAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.fgsm_attack_config) filter_for_dataclass() (in module advsecurenet.utils.dataclass)

FinalModelConfig (class in advsecurenet.shared.types.configs.train_config) find_free_port() (in module advsecurenet.utils.network) flatten_dataclass() (in module advsecurenet.utils.dataclass) formatters (advsecurenet.utils.logging.LoggingConfig attribute), [1] forward() (advsecurenet.models.base_model.BaseModel method) (advsecurenet.models.CustomModels.CustomCifar10Model.CustomCifar10Model method) (advsecurenet.models.CustomModels.CustomMnistModel.CustomMnistModel method) (advsecurenet.utils.normalization_layer.NormalizationLayer method)

G

gather_results() (advsecurenet.attacks.attacker.ddp_attacker.DDPAttacker static method) generate_default_config_yaml() (in module cli.shared.utils.config) generate_target_images_and_labels() (advsecurenet.utils.adversarial_target_generator.AdversarialTargetGenerator method) generate_target_labels() (advsecurenet.utils.adversarial_target_generator.AdversarialTargetGenerator method) get_available_configs() (in module cli.shared.utils.config) get_current_device() (advsecurenet.utils.device_manager.DeviceManager method) get_dataloader() (in module cli.shared.utils.dataloader) get_dataset_class() (advsecurenet.datasets.base_dataset.BaseDataset method) (advsecurenet.datasets.base_dataset.ImageFolderBaseDataset method) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset method) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset method) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset method) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset method) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset method) (advsecurenet.datasets.targeted_adv_dataset.AdversarialDataset method) get_datasets() (in module cli.shared.utils.dataset) get_default_config_yml() (in module cli.shared.utils.config) get_device_from_cfg() (in module cli.shared.utils.helpers)

get_layer() (advsecurenet.models.base_model.BaseModel method) get_layer_names() (advsecurenet.models.base_model.BaseModel method) get_loss_function() (in module advsecurenet.utils.loss) get_params() (advsecurenet.shared.normalization_params.NormalizationParameters static method) get_perturbation_distance() (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) get_psnr() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) get_results() (advsecurenet.evaluation.adversarial_evaluator.AdversarialEvaluator method) (advsecurenet.evaluation.base_evaluator.BaseEvaluator method) (advsecurenet.evaluation.evaluators.attack_success_rate_evaluator.AttackSuccessRateEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator.PerturbationEffectivenessEvaluator method) (advsecurenet.evaluation.evaluators.robustness_gap_evaluator.RobustnessGapEvaluator method) (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) (advsecurenet.evaluation.evaluators.transferability_evaluator.TransferabilityEvaluator method) get_ssim() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) get_subset_data() (in module advsecurenet.utils.data) get_transforms() (advsecurenet.datasets.base_dataset.BaseDataset method) gpu_ids (advsecurenet.shared.types.configs.device_config.DeviceConfig attribute) (cli.shared.types.utils.device.DeviceConfig attribute)

H

HINGE_EMBEDDING_LOSS (advsecurenet.shared.loss.Loss attribute)

I

ImageFolderBaseDataset (class in advsecurenet.datasets.base_dataset) IMAGENET (advsecurenet.shared.types.dataset.DatasetType attribute) ImageNetDataset (class in advsecurenet.datasets.ImageNet.imagenet_dataset) infer_model_type() (advsecurenet.models.model_factory.ModelFactory static method) initial_delta (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) initial_epsilon (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) input_size (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset attribute) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset attribute)

IntListParamType (class in cli.commands.train.commands) is_external (advsecurenet.shared.types.configs.model_config.CreateModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) is_list_of_dataclass() (in module advsecurenet.utils.dataclass) is_optional_type() (in module advsecurenet.utils.dataclass) is_path_to_update() (in module cli.shared.utils.config) ITERATIVE (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackMode attribute)

K

kappa (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute)

KLDIV_LOSS (advsecurenet.shared.loss.Loss attribute)

L

L1_LOSS (advsecurenet.shared.loss.Loss attribute) LAMBDA_LR (advsecurenet.shared.scheduler.Scheduler attribute) LBFGS (advsecurenet.shared.optimizer.Optimizer attribute) learning_rate (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] (advsecurenet.shared.types.configs.train_config.TrainingProcessConfig attribute) (cli.shared.types.train.training.Training attribute) level (advsecurenet.utils.logging.LoggingConfig attribute), [1] LINEAR_LR (advsecurenet.shared.scheduler.Scheduler attribute) list_datasets() (advsecurenet.shared.normalization_params.NormalizationParameters static method) load_and_instantiate_config() (in module cli.shared.utils.config) load_checkpoint (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute) load_checkpoint_path (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute)

load_configuration() (in module cli.shared.utils.config) load_dataset() (advsecurenet.datasets.base_dataset.BaseDataset method) load_model() (advsecurenet.models.base_model.BaseModel method) (advsecurenet.models.custom_model.CustomModel method) (advsecurenet.models.external_model.ExternalModel method) (advsecurenet.models.standard_model.StandardModel method) (in module advsecurenet.utils.model_utils) log_dir (advsecurenet.utils.logging.LoggingConfig attribute), [1] log_file (advsecurenet.utils.logging.LoggingConfig attribute), [1] LoggingConfig (class in advsecurenet.utils.logging) Loss (class in advsecurenet.shared.loss) LOTS (advsecurenet.shared.types.attacks.AttackType attribute) (class in advsecurenet.attacks.gradient_based.lots) LotsAttackCLIConfigType (class in cli.shared.types.attack.attacks.lots) LotsAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.lots_attack_config) LotsAttackMode (class in advsecurenet.shared.types.configs.attack_configs.lots_attack_config)

M

make_paths_absolute() (in module cli.shared.utils.config) MARGIN_RANKING_LOSS (advsecurenet.shared.loss.Loss attribute) max_delta_trials (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) max_epsilon_trials (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) max_initialization_trials (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) max_iterations (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config.DeepFoolAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] mean (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset attribute) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset attribute) merge_dataclasses() (in module advsecurenet.utils.dataclass) MNIST (advsecurenet.shared.types.dataset.DatasetType attribute) MNISTDataset (class in advsecurenet.datasets.MNIST.mnist_dataset) mode (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] model (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) MODEL (advsecurenet.shared.types.configs.configs.ConfigType attribute) model (advsecurenet.shared.types.configs.test_config.TestConfig attribute) (advsecurenet.shared.types.configs.train_config.ModelConfig attribute) (cli.shared.types.attack.attack.BaseAttackCLIConfigType attribute) (cli.shared.types.evaluation.testing.TestingCliConfigType attribute) (cli.shared.types.train.training.TrainingCliConfigType attribute) model_arch_path (advsecurenet.shared.types.configs.model_config.ExternalModelConfig attribute) (cli.shared.types.utils.model.ModelPathConfig attribute) model_name (advsecurenet.shared.types.configs.model_config.BaseModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) model_weights_path (advsecurenet.shared.types.configs.model_config.ExternalModelConfig attribute) (cli.shared.types.utils.model.ModelPathConfig attribute) ModelCliConfigType (class in cli.shared.types.utils.model) ModelConfig (class in advsecurenet.shared.types.configs.train_config) ModelFactory (class in advsecurenet.models.model_factory) ModelNormConfig (class in cli.shared.types.utils.model) ModelPathConfig (class in cli.shared.types.utils.model) models (advsecurenet.shared.types.configs.defense_configs.adversarial_training_config.AdversarialTrainingConfig attribute) (cli.shared.types.defense.adversarial_training.AdversarialTrainingConfig attribute) models() (advsecurenet.models.base_model.BaseModel method) (advsecurenet.models.custom_model.CustomModel static method) (advsecurenet.models.external_model.ExternalModel method) (advsecurenet.models.standard_model.StandardModel static method) ModelType (class in advsecurenet.shared.types.model) ModelWithConfigDict (class in cli.shared.types.defense.adversarial_training) modify_model() (advsecurenet.models.custom_model.CustomModel method) (advsecurenet.models.standard_model.StandardModel method) module advsecurenet advsecurenet.attacks advsecurenet.attacks.attacker advsecurenet.attacks.attacker.attacker advsecurenet.attacks.attacker.ddp_attacker advsecurenet.attacks.base advsecurenet.attacks.base.adversarial_attack advsecurenet.attacks.decision_based advsecurenet.attacks.decision_based.boundary advsecurenet.attacks.gradient_based advsecurenet.attacks.gradient_based.cw advsecurenet.attacks.gradient_based.deepfool advsecurenet.attacks.gradient_based.fgsm advsecurenet.attacks.gradient_based.lots advsecurenet.attacks.gradient_based.pgd advsecurenet.dataloader advsecurenet.dataloader.data_loader_factory advsecurenet.dataloader.distributed_eval_sampler advsecurenet.datasets advsecurenet.datasets.base_dataset advsecurenet.datasets.Cifar10 advsecurenet.datasets.Cifar10.cifar10_dataset advsecurenet.datasets.Custom advsecurenet.datasets.Custom.CustomDataset advsecurenet.datasets.dataset_factory advsecurenet.datasets.ImageNet advsecurenet.datasets.ImageNet.imagenet_dataset advsecurenet.datasets.MNIST advsecurenet.datasets.MNIST.mnist_dataset advsecurenet.datasets.svhn advsecurenet.datasets.svhn.svhn_dataset advsecurenet.datasets.targeted_adv_dataset advsecurenet.defenses advsecurenet.defenses.adversarial_training advsecurenet.defenses.ddp_adversarial_training advsecurenet.distributed advsecurenet.distributed.ddp_base_task advsecurenet.distributed.ddp_coordinator advsecurenet.evaluation advsecurenet.evaluation.adversarial_evaluator advsecurenet.evaluation.base_evaluator advsecurenet.evaluation.evaluators advsecurenet.evaluation.evaluators.attack_success_rate_evaluator advsecurenet.evaluation.evaluators.perturbation_distance_evaluator advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator advsecurenet.evaluation.evaluators.robustness_gap_evaluator advsecurenet.evaluation.evaluators.similarity_evaluator advsecurenet.evaluation.evaluators.transferability_evaluator advsecurenet.evaluation.tester advsecurenet.models advsecurenet.models.base_model advsecurenet.models.custom_model advsecurenet.models.CustomModels advsecurenet.models.CustomModels.CustomCifar10Model advsecurenet.models.CustomModels.CustomMnistModel advsecurenet.models.external_model advsecurenet.models.model_factory advsecurenet.models.standard_model advsecurenet.shared advsecurenet.shared.adversarial_evaluators advsecurenet.shared.colors advsecurenet.shared.loss advsecurenet.shared.normalization_params advsecurenet.shared.optimizer advsecurenet.shared.scheduler advsecurenet.shared.types advsecurenet.shared.types.attacks advsecurenet.shared.types.configs advsecurenet.shared.types.configs.attack_configs advsecurenet.shared.types.configs.attack_configs.attack_config advsecurenet.shared.types.configs.attack_configs.attacker_config advsecurenet.shared.types.configs.attack_configs.cw_attack_config advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config advsecurenet.shared.types.configs.attack_configs.fgsm_attack_config advsecurenet.shared.types.configs.attack_configs.lots_attack_config advsecurenet.shared.types.configs.attack_configs.pgd_attack_config advsecurenet.shared.types.configs.configs advsecurenet.shared.types.configs.dataloader_config advsecurenet.shared.types.configs.defense_configs advsecurenet.shared.types.configs.defense_configs.adversarial_training_config advsecurenet.shared.types.configs.device_config advsecurenet.shared.types.configs.model_config advsecurenet.shared.types.configs.preprocess_config advsecurenet.shared.types.configs.test_config advsecurenet.shared.types.configs.train_config advsecurenet.shared.types.dataset advsecurenet.shared.types.model advsecurenet.trainer advsecurenet.trainer.ddp_trainer advsecurenet.trainer.trainer advsecurenet.utils advsecurenet.utils.adversarial_target_generator advsecurenet.utils.data advsecurenet.utils.dataclass advsecurenet.utils.ddp advsecurenet.utils.device_manager advsecurenet.utils.dot_dict advsecurenet.utils.logging advsecurenet.utils.loss advsecurenet.utils.model_utils advsecurenet.utils.network advsecurenet.utils.normalization_layer advsecurenet.utils.reproducibility_utils cli.commands cli.commands.attack cli.commands.attack.commands cli.commands.defense cli.commands.defense.commands cli.commands.evaluation cli.commands.evaluation.adversarial cli.commands.evaluation.adversarial.commands cli.commands.evaluation.commands cli.commands.train cli.commands.train.commands cli.commands.utils cli.commands.utils.commands cli.commands.utils.configs cli.commands.utils.configs.commands cli.commands.utils.models cli.commands.utils.models.commands cli.commands.utils.normalization cli.commands.utils.normalization.commands cli.commands.utils.weights cli.commands.utils.weights.commands cli.configs cli.configs.attacks cli.configs.attacks.base cli.configs.attacks.shared cli.configs.defenses cli.configs.evaluation cli.configs.shared cli.configs.train_test cli.logic cli.logic.attack cli.logic.attack.attack cli.logic.attack.attacker cli.logic.defense cli.logic.defense.adversarial_training cli.logic.defense.adversarial_training.adversarial_training_cli cli.logic.defense.defense cli.logic.evaluation cli.logic.evaluation.adversarial_evaluation cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator cli.logic.evaluation.evaluation cli.logic.evaluation.test cli.logic.evaluation.test.test cli.logic.evaluation.test.tester cli.logic.train cli.logic.train.train cli.logic.train.trainer cli.logic.utils cli.logic.utils.config cli.logic.utils.model cli.logic.utils.normalization_params cli.shared cli.shared.messages cli.shared.messages.errors cli.shared.messages.infos cli.shared.messages.warnings cli.shared.types cli.shared.types.attack cli.shared.types.attack.attack cli.shared.types.attack.attacks cli.shared.types.attack.attacks.cw cli.shared.types.attack.attacks.decision_boundary cli.shared.types.attack.attacks.deepfool cli.shared.types.attack.attacks.fgsm cli.shared.types.attack.attacks.lots cli.shared.types.attack.attacks.pgd cli.shared.types.defense cli.shared.types.defense.adversarial_training cli.shared.types.evaluation cli.shared.types.evaluation.evaluation cli.shared.types.evaluation.testing cli.shared.types.train cli.shared.types.train.training cli.shared.types.utils cli.shared.types.utils.dataloader cli.shared.types.utils.dataset cli.shared.types.utils.device cli.shared.types.utils.model cli.shared.types.utils.target cli.shared.utils cli.shared.utils.attack_mappings cli.shared.utils.config cli.shared.utils.dataloader cli.shared.utils.dataset cli.shared.utils.helpers cli.shared.utils.model

MSELoss (advsecurenet.shared.loss.Loss attribute) MULTI_LABEL_MARGIN_LOSS (advsecurenet.shared.loss.Loss attribute) MULTI_MARGIN_LOSS (advsecurenet.shared.loss.Loss attribute) MULTI_STEP_LR (advsecurenet.shared.scheduler.Scheduler attribute)

N

name (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset attribute) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset attribute) (advsecurenet.shared.types.configs.preprocess_config.PreprocessStep attribute) (cli.commands.train.commands.IntListParamType attribute) (cli.shared.types.attack.attack.AttackWithNameConfigDict attribute) NLL_LOSS (advsecurenet.shared.loss.Loss attribute) NLL_LOSS2D (advsecurenet.shared.loss.Loss attribute) None (advsecurenet.dataloader.data_loader_factory.DataLoaderFactory attribute) norm_config (cli.shared.types.utils.model.ModelCliConfigType attribute) NORM_LAYER_LENGTH_MISMATCH_MEAN_AND_NUM_INPUT_CHANNELS (cli.shared.messages.errors.CLITrainerErrorMessages attribute) NORM_LAYER_LENGTH_MISMATCH_MEAN_AND_STD (cli.shared.messages.errors.CLITrainerErrorMessages attribute) NORM_LAYER_LENGTH_MISMATCH_STD_AND_NUM_INPUT_CHANNELS (cli.shared.messages.errors.CLITrainerErrorMessages attribute) NORM_LAYER_MEAN_OR_STD_NOT_LIST (cli.shared.messages.errors.CLITrainerErrorMessages attribute) NORM_LAYER_MISSING_MEAN_OR_STD (cli.shared.messages.errors.CLITrainerErrorMessages attribute) norm_mean (cli.shared.types.utils.model.ModelNormConfig attribute) norm_std (cli.shared.types.utils.model.ModelNormConfig attribute) NormalizationLayer (class in advsecurenet.utils.normalization_layer) NormalizationParameters (class in advsecurenet.shared.normalization_params)

num_classes (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset attribute) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset attribute) (advsecurenet.models.base_model.BaseModel attribute) (advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config.DeepFoolAttackConfig attribute) (advsecurenet.shared.types.configs.model_config.BaseModelConfig attribute) (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) num_input_channels (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.shared.types.configs.model_config.BaseModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) num_iter (advsecurenet.shared.types.configs.attack_configs.pgd_attack_config.PgdAttackConfig attribute) num_workers (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.utils.dataloader.DataLoaderConfig attribute) numpy_random_seed() (in module advsecurenet.utils.reproducibility_utils) numpy_unseed() (in module advsecurenet.utils.reproducibility_utils)

O

ONE_CYCLE_LR (advsecurenet.shared.scheduler.Scheduler attribute) OptimizationConfig (class in advsecurenet.shared.types.configs.train_config) optimizer (advsecurenet.shared.types.configs.train_config.OptimizationConfig attribute) Optimizer (class in advsecurenet.shared.optimizer)

optimizer (cli.shared.types.train.training.Training attribute) optimizer_kwargs (advsecurenet.shared.types.configs.train_config.OptimizationConfig attribute) (cli.shared.types.train.training.Training attribute) overshoot (advsecurenet.shared.types.configs.attack_configs.deepfool_attack_config.DeepFoolAttackConfig attribute)

P

params (advsecurenet.shared.types.configs.preprocess_config.PreprocessStep attribute) path_configs (cli.shared.types.utils.model.ModelCliConfigType attribute) patience (advsecurenet.shared.types.configs.attack_configs.cw_attack_config.CWAttackConfig attribute) PerturbationDistanceEvaluator (class in advsecurenet.evaluation.evaluators.perturbation_distance_evaluator) PerturbationEffectivenessEvaluator (class in advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator) PGD (advsecurenet.shared.types.attacks.AttackType attribute) (class in advsecurenet.attacks.gradient_based.pgd) PgdAttackCLIConfigType (class in cli.shared.types.attack.attacks.pgd) PgdAttackConfig (class in advsecurenet.shared.types.configs.attack_configs.pgd_attack_config) pin_memory (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.utils.dataloader.DataLoaderConfig attribute) POISSON_NLL_LOSS (advsecurenet.shared.loss.Loss attribute) POLY_LR (advsecurenet.shared.scheduler.Scheduler attribute) predict() (advsecurenet.models.base_model.BaseModel method)

PreprocessConfig (class in advsecurenet.shared.types.configs.preprocess_config) preprocessing (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) PreprocessStep (class in advsecurenet.shared.types.configs.preprocess_config) pretrained (advsecurenet.models.base_model.BaseModel attribute) (advsecurenet.shared.types.configs.model_config.BaseModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) process_field() (in module advsecurenet.utils.dataclass) process_generic_type() (in module advsecurenet.utils.dataclass) process_optional_field() (in module advsecurenet.utils.dataclass) processor (advsecurenet.shared.types.configs.device_config.DeviceConfig attribute) (advsecurenet.shared.types.configs.test_config.TestConfig attribute) (cli.shared.types.utils.device.DeviceConfig attribute) python_random_seed() (in module advsecurenet.utils.reproducibility_utils) python_unseed() (in module advsecurenet.utils.reproducibility_utils)

R

R_PROP (advsecurenet.shared.optimizer.Optimizer attribute) random_sample_size (cli.shared.types.utils.dataset.AttacksDatasetCliConfigType attribute), [1] random_seed (advsecurenet.shared.types.configs.model_config.CreateModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute) read_data_from_file() (in module cli.shared.utils.helpers) read_yml_file() (in module cli.shared.utils.config) recursive_dataclass_instantiation() (in module advsecurenet.utils.dataclass) REDUCE_LR_ON_PLATEAU (advsecurenet.shared.scheduler.Scheduler attribute) reset() (advsecurenet.evaluation.adversarial_evaluator.AdversarialEvaluator method) (advsecurenet.evaluation.base_evaluator.BaseEvaluator method) (advsecurenet.evaluation.evaluators.attack_success_rate_evaluator.AttackSuccessRateEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator.PerturbationEffectivenessEvaluator method) (advsecurenet.evaluation.evaluators.robustness_gap_evaluator.RobustnessGapEvaluator method) (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) (advsecurenet.evaluation.evaluators.transferability_evaluator.TransferabilityEvaluator method)

result_images_dir (cli.shared.types.attack.attack.AttackProcedureCliConfigType attribute) result_images_prefix (cli.shared.types.attack.attack.AttackProcedureCliConfigType attribute) return_adversarial_images (advsecurenet.shared.types.configs.attack_configs.attacker_config.AttackerConfig attribute) RMS_PROP (advsecurenet.shared.optimizer.Optimizer attribute) RobustnessGapEvaluator (class in advsecurenet.evaluation.evaluators.robustness_gap_evaluator) run() (advsecurenet.distributed.ddp_coordinator.DDPCoordinator method) (cli.logic.evaluation.adversarial_evaluation.adversarial_evaluator.CLIAdversarialEvaluator method) run_process() (advsecurenet.distributed.ddp_coordinator.DDPCoordinator method)

S

sampler (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) save_checkpoint (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute) save_checkpoint_name (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute) save_checkpoint_path (advsecurenet.shared.types.configs.train_config.CheckpointConfig attribute) (cli.shared.types.train.training.Training attribute) save_final_model (advsecurenet.shared.types.configs.train_config.FinalModelConfig attribute) (cli.shared.types.train.training.Training attribute) save_images() (in module cli.shared.utils.helpers) save_model() (advsecurenet.models.base_model.BaseModel method) (in module advsecurenet.utils.model_utils) save_model_name (advsecurenet.shared.types.configs.train_config.FinalModelConfig attribute) (cli.shared.types.train.training.Training attribute) save_model_path (advsecurenet.shared.types.configs.train_config.FinalModelConfig attribute) (cli.shared.types.train.training.Training attribute) save_result_images (cli.shared.types.attack.attack.AttackProcedureCliConfigType attribute) save_results_to_csv() (advsecurenet.evaluation.base_evaluator.BaseEvaluator method) scheduler (advsecurenet.shared.types.configs.train_config.OptimizationConfig attribute) Scheduler (class in advsecurenet.shared.scheduler) scheduler (cli.shared.types.train.training.Training attribute) scheduler_kwargs (advsecurenet.shared.types.configs.train_config.OptimizationConfig attribute) (cli.shared.types.train.training.Training attribute) set_deterministic() (in module advsecurenet.utils.reproducibility_utils) set_epoch() (advsecurenet.dataloader.distributed_eval_sampler.DistributedEvalSampler method) set_layer() (advsecurenet.models.base_model.BaseModel method)

set_nondeterministic() (in module advsecurenet.utils.reproducibility_utils) set_seed() (in module advsecurenet.utils.reproducibility_utils) set_visible_gpus() (in module advsecurenet.utils.ddp) setup_logging() (in module advsecurenet.utils.logging) SGD (advsecurenet.shared.optimizer.Optimizer attribute) shuffle (advsecurenet.shared.types.configs.dataloader_config.DataLoaderConfig attribute) (cli.shared.types.utils.dataloader.DataLoaderConfig attribute) SimilarityEvaluator (class in advsecurenet.evaluation.evaluators.similarity_evaluator) SINGLE (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackMode attribute) SMOOTH_L1_LOSS (advsecurenet.shared.loss.Loss attribute) SOFT_MARGIN_LOSS (advsecurenet.shared.loss.Loss attribute) split_data() (in module advsecurenet.utils.data) STANDARD (advsecurenet.shared.types.model.ModelType attribute) StandardModel (class in advsecurenet.models.standard_model) StandardModelConfig (class in advsecurenet.shared.types.configs.model_config) std (advsecurenet.datasets.base_dataset.BaseDataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR100Dataset attribute) (advsecurenet.datasets.Cifar10.cifar10_dataset.CIFAR10Dataset attribute) (advsecurenet.datasets.ImageNet.imagenet_dataset.ImageNetDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.FashionMNISTDataset attribute) (advsecurenet.datasets.MNIST.mnist_dataset.MNISTDataset attribute) (advsecurenet.datasets.svhn.svhn_dataset.SVHNDataset attribute) step_adapt (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) STEP_LR (advsecurenet.shared.scheduler.Scheduler attribute) steps (advsecurenet.shared.types.configs.preprocess_config.PreprocessConfig attribute) SVHN (advsecurenet.shared.types.dataset.DatasetType attribute) SVHNDataset (class in advsecurenet.datasets.svhn.svhn_dataset)

T

target_images_config (cli.shared.types.utils.target.TargetCLIConfigType attribute) target_images_dir (cli.shared.types.utils.target.TargetImageCLIConfigType attribute) target_labels (cli.shared.types.utils.target.TargetLabelCLIConfigType attribute) target_labels_config (cli.shared.types.utils.target.TargetCLIConfigType attribute) target_labels_path (cli.shared.types.utils.target.TargetLabelCLIConfigType attribute) target_labels_separator (cli.shared.types.utils.target.TargetLabelCLIConfigType attribute) target_layer (advsecurenet.models.base_model.BaseModel attribute) target_models (cli.shared.types.evaluation.evaluation.AdversarialEvaluationConfigType attribute) target_parameters (cli.shared.types.attack.attack.TargetedAttackCLIConfigType attribute) TargetCLIConfigType (class in cli.shared.types.utils.target) targeted (advsecurenet.shared.types.configs.attack_configs.attack_config.AttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) (cli.shared.types.utils.target.TargetCLIConfigType attribute) TargetedAttackCLIConfigType (class in cli.shared.types.attack.attack) TargetImageCLIConfigType (class in cli.shared.types.utils.target) TargetLabelCLIConfigType (class in cli.shared.types.utils.target) TEST (advsecurenet.shared.types.configs.configs.ConfigType attribute) (advsecurenet.shared.types.dataset.DataType attribute) test (cli.shared.types.utils.dataloader.DataLoaderCliConfigType attribute) test() (advsecurenet.evaluation.tester.Tester method) (cli.logic.evaluation.test.tester.CLITester method) test_dataset_path (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) test_loader (advsecurenet.shared.types.configs.test_config.TestConfig attribute) TestConfig (class in advsecurenet.shared.types.configs.test_config) Tester (class in advsecurenet.evaluation.tester) Testing (class in cli.shared.types.evaluation.testing)

testing (cli.shared.types.evaluation.testing.TestingCliConfigType attribute) TestingCliConfigType (class in cli.shared.types.evaluation.testing) to_bchw_format() (in module cli.shared.utils.helpers) to_device() (advsecurenet.utils.device_manager.DeviceManager method) topk (advsecurenet.shared.types.configs.test_config.TestConfig attribute) (cli.shared.types.evaluation.testing.Testing attribute) torch_random_seed() (in module advsecurenet.utils.reproducibility_utils) torch_unseed() (in module advsecurenet.utils.reproducibility_utils) TRAIN (advsecurenet.shared.types.configs.configs.ConfigType attribute) (advsecurenet.shared.types.dataset.DataType attribute) train (cli.shared.types.utils.dataloader.DataLoaderCliConfigType attribute) train() (advsecurenet.trainer.trainer.Trainer method) (cli.logic.defense.adversarial_training.adversarial_training_cli.ATCLITrainer method) (cli.logic.train.trainer.CLITrainer method) train_dataset_path (cli.shared.types.utils.dataset.DatasetCliConfigType attribute) train_loader (advsecurenet.shared.types.configs.train_config.TrainingProcessConfig attribute) TrainConfig (class in advsecurenet.shared.types.configs.train_config) Trainer (class in advsecurenet.trainer.trainer) TRAINER (cli.shared.messages.errors.CLIErrorMessages attribute) Training (class in cli.shared.types.train.training) training (cli.shared.types.defense.adversarial_training.ATCliConfigType attribute) (cli.shared.types.train.training.TrainingCliConfigType attribute) TrainingCliConfigType (class in cli.shared.types.train.training) TrainingProcessConfig (class in advsecurenet.shared.types.configs.train_config) transferability_data (advsecurenet.evaluation.evaluators.transferability_evaluator.TransferabilityEvaluator attribute) TransferabilityEvaluator (class in advsecurenet.evaluation.evaluators.transferability_evaluator) TRIPLET_MARGIN_LOSS (advsecurenet.shared.loss.Loss attribute)

U

unique_seed() (in module advsecurenet.utils.reproducibility_utils) unnormalize_data() (in module advsecurenet.utils.data) unseed() (in module advsecurenet.utils.reproducibility_utils) update() (advsecurenet.evaluation.adversarial_evaluator.AdversarialEvaluator method) (advsecurenet.evaluation.base_evaluator.BaseEvaluator method) (advsecurenet.evaluation.evaluators.attack_success_rate_evaluator.AttackSuccessRateEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_distance_evaluator.PerturbationDistanceEvaluator method) (advsecurenet.evaluation.evaluators.perturbation_effectiveness_evaluator.PerturbationEffectivenessEvaluator method) (advsecurenet.evaluation.evaluators.robustness_gap_evaluator.RobustnessGapEvaluator method) (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) (advsecurenet.evaluation.evaluators.transferability_evaluator.TransferabilityEvaluator method)

update_dict_paths() (in module cli.shared.utils.config) update_list_paths() (in module cli.shared.utils.config) update_psnr() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) update_ssim() (advsecurenet.evaluation.evaluators.similarity_evaluator.SimilarityEvaluator method) use_ddp (advsecurenet.shared.types.configs.device_config.DeviceConfig attribute) (cli.shared.types.utils.device.DeviceConfig attribute)

V

verbose (advsecurenet.shared.types.configs.attack_configs.decision_boundary_attack_config.DecisionBoundaryAttackConfig attribute) (advsecurenet.shared.types.configs.attack_configs.lots_attack_config.LotsAttackConfig attribute), [1] (advsecurenet.shared.types.configs.train_config.TrainingProcessConfig attribute) (cli.shared.types.attack.attack.AttackProcedureCliConfigType attribute) (cli.shared.types.train.training.Training attribute)

version (advsecurenet.utils.logging.LoggingConfig attribute), [1]

W

weights (advsecurenet.shared.types.configs.model_config.StandardModelConfig attribute) (cli.shared.types.utils.model.ModelCliConfigType attribute)