Index

A

activation (advertrain.models.ConvNet attribute) (advertrain.models.ConvNetDropblock attribute) (robustML.advertrain.models.ConvNet attribute) (robustML.advertrain.models.ConvNetDropblock attribute) AdversarialTraining (class in advertrain.training.adversarial_training) (class in robustML.advertrain.training.adversarial_training) advertrain module advertrain.constants module advertrain.dependencies module advertrain.dependencies.autoattack module advertrain.dependencies.cleverhans module advertrain.dependencies.cleverhans.fast_gradient_method module advertrain.dependencies.cleverhans.projected_gradient_descent module advertrain.dependencies.cleverhans.utils module advertrain.dependencies.dropblock module advertrain.dependencies.fire module advertrain.dependencies.trades module

advertrain.metrics module advertrain.models module advertrain.training module advertrain.training.adversarial_training module advertrain.training.autoattack_training module advertrain.training.classical_training module advertrain.training.fire_training module advertrain.training.trades_training module advertrain.transforms module apgd (advertrain.training.autoattack_training.AutoAttackTraining attribute) (robustML.advertrain.training.autoattack_training.AutoAttackTraining attribute) apgd_loss (advertrain.training.autoattack_training.AutoAttackTraining attribute) (robustML.advertrain.training.autoattack_training.AutoAttackTraining attribute) APGDAttack (class in advertrain.dependencies.autoattack) (class in robustML.advertrain.dependencies.autoattack) attack_single_run() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1] AutoAttackTraining (class in advertrain.training.autoattack_training) (class in robustML.advertrain.training.autoattack_training)

C

check_oscillation() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1] check_shape() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1] ClassicalTraining (class in advertrain.training.classical_training) (class in robustML.advertrain.training.classical_training)

clip_eta() (in module advertrain.dependencies.cleverhans.utils) (in module robustML.advertrain.dependencies.cleverhans.utils) ConvNet (class in advertrain.models) (class in robustML.advertrain.models) ConvNetDropblock (class in advertrain.models) (class in robustML.advertrain.models)

D

DataTransformations (class in advertrain.transforms) (class in robustML.advertrain.transforms) decr_eps_pgd() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1] device (advertrain.dependencies.autoattack.APGDAttack attribute) (advertrain.training.classical_training.ClassicalTraining attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.training.classical_training.ClassicalTraining attribute) display() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) display_table() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) dlr_loss() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1]

drop_block_2d() (in module advertrain.dependencies.dropblock) (in module robustML.advertrain.dependencies.dropblock) drop_block_fast_2d() (in module advertrain.dependencies.dropblock) (in module robustML.advertrain.dependencies.dropblock) dropblock (advertrain.models.ConvNetDropblock attribute) (robustML.advertrain.models.ConvNetDropblock attribute) DropBlock2d (class in advertrain.dependencies.dropblock) (class in robustML.advertrain.dependencies.dropblock) dropout (advertrain.models.ConvNet attribute) (advertrain.models.ConvNetDropblock attribute) (robustML.advertrain.models.ConvNet attribute) (robustML.advertrain.models.ConvNetDropblock attribute)

E

entropy_loss() (in module advertrain.dependencies.fire) (in module robustML.advertrain.dependencies.fire) eot_iter (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) eps (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute)

epsilon (advertrain.training.adversarial_training.AdversarialTraining attribute) (advertrain.training.autoattack_training.AutoAttackTraining attribute) (robustML.advertrain.training.adversarial_training.AdversarialTraining attribute) (robustML.advertrain.training.autoattack_training.AutoAttackTraining attribute)

F

fast_gradient_method() (in module advertrain.dependencies.cleverhans.fast_gradient_method) (in module robustML.advertrain.dependencies.cleverhans.fast_gradient_method) fire_loss() (in module advertrain.dependencies.fire) (in module robustML.advertrain.dependencies.fire) FIRETraining (class in advertrain.training.fire_training) (class in robustML.advertrain.training.fire_training) fit() (advertrain.training.classical_training.ClassicalTraining method) (robustML.advertrain.training.classical_training.ClassicalTraining method) forward() (advertrain.dependencies.dropblock.DropBlock2d method) (advertrain.models.ConvNet method) (advertrain.models.ConvNetDropblock method) (advertrain.models.Normalize method) (advertrain.models.ResNet method) (advertrain.models.ResNetDropblock method) (robustML.advertrain.dependencies.dropblock.DropBlock2d method) (robustML.advertrain.models.ConvNet method) (robustML.advertrain.models.ConvNetDropblock method) (robustML.advertrain.models.Normalize method) (robustML.advertrain.models.ResNet method) (robustML.advertrain.models.ResNetDropblock method)

G

get_metrics() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) get_test_transforms() (advertrain.transforms.DataTransformations method) (robustML.advertrain.transforms.DataTransformations method)

get_train_transforms() (advertrain.transforms.DataTransformations method) (robustML.advertrain.transforms.DataTransformations method)

I

init_hyperparam() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1]

is_tf_model (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute)

L

L0_norm() (in module advertrain.dependencies.autoattack) (in module robustML.advertrain.dependencies.autoattack) L1_norm() (in module advertrain.dependencies.autoattack) (in module robustML.advertrain.dependencies.autoattack) L1_projection() (in module advertrain.dependencies.autoattack) (in module robustML.advertrain.dependencies.autoattack) L2_norm() (in module advertrain.dependencies.autoattack) l2_norm() (in module advertrain.dependencies.trades) L2_norm() (in module robustML.advertrain.dependencies.autoattack)

l2_norm() (in module robustML.advertrain.dependencies.trades) load_metrics() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) loss (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) loss_func (advertrain.training.classical_training.ClassicalTraining attribute) (robustML.advertrain.training.classical_training.ClassicalTraining attribute) lp_norm() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1]

M

metrics (advertrain.training.classical_training.ClassicalTraining attribute) Metrics (class in advertrain.metrics) (class in robustML.advertrain.metrics) metrics (robustML.advertrain.training.classical_training.ClassicalTraining attribute) model (advertrain.dependencies.autoattack.APGDAttack attribute) (advertrain.training.classical_training.ClassicalTraining attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.training.classical_training.ClassicalTraining attribute) module advertrain advertrain.constants advertrain.dependencies advertrain.dependencies.autoattack advertrain.dependencies.cleverhans advertrain.dependencies.cleverhans.fast_gradient_method advertrain.dependencies.cleverhans.projected_gradient_descent advertrain.dependencies.cleverhans.utils advertrain.dependencies.dropblock advertrain.dependencies.fire advertrain.dependencies.trades advertrain.metrics advertrain.models advertrain.training advertrain.training.adversarial_training advertrain.training.autoattack_training advertrain.training.classical_training advertrain.training.fire_training advertrain.training.trades_training advertrain.transforms robustML robustML.advertrain robustML.advertrain.constants robustML.advertrain.dependencies robustML.advertrain.dependencies.autoattack robustML.advertrain.dependencies.cleverhans robustML.advertrain.dependencies.cleverhans.fast_gradient_method robustML.advertrain.dependencies.cleverhans.projected_gradient_descent robustML.advertrain.dependencies.cleverhans.utils robustML.advertrain.dependencies.dropblock robustML.advertrain.dependencies.fire robustML.advertrain.dependencies.trades robustML.advertrain.metrics robustML.advertrain.models robustML.advertrain.training robustML.advertrain.training.adversarial_training robustML.advertrain.training.autoattack_training robustML.advertrain.training.classical_training robustML.advertrain.training.fire_training robustML.advertrain.training.trades_training robustML.advertrain.transforms

N

n_iter (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) n_restarts (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) noise_loss() (in module advertrain.dependencies.fire) (in module robustML.advertrain.dependencies.fire) norm (advertrain.dependencies.autoattack.APGDAttack attribute) (advertrain.models.ConvNet attribute) (advertrain.models.ConvNetDropblock attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.models.ConvNet attribute) (robustML.advertrain.models.ConvNetDropblock attribute)

Normalize (class in advertrain.models) (class in robustML.advertrain.models) normalize() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1]

O

optimize_linear() (in module advertrain.dependencies.cleverhans.utils) (in module robustML.advertrain.dependencies.cleverhans.utils)

optimizer (advertrain.training.classical_training.ClassicalTraining attribute) (robustML.advertrain.training.classical_training.ClassicalTraining attribute)

P

perturb() (advertrain.dependencies.autoattack.APGDAttack method), [1] (robustML.advertrain.dependencies.autoattack.APGDAttack method), [1] pooling (advertrain.models.ConvNet attribute) (advertrain.models.ConvNetDropblock attribute) (robustML.advertrain.models.ConvNet attribute) (robustML.advertrain.models.ConvNetDropblock attribute) preprocess_batch() (advertrain.training.adversarial_training.AdversarialTraining method) (advertrain.training.autoattack_training.AutoAttackTraining method), [1] (advertrain.training.classical_training.ClassicalTraining method) (robustML.advertrain.training.adversarial_training.AdversarialTraining method) (robustML.advertrain.training.autoattack_training.AutoAttackTraining method), [1] (robustML.advertrain.training.classical_training.ClassicalTraining method)

projected_gradient_descent() (in module advertrain.dependencies.cleverhans.projected_gradient_descent) (in module robustML.advertrain.dependencies.cleverhans.projected_gradient_descent)

R

reset_metrics() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) ResNet (class in advertrain.models) (class in robustML.advertrain.models) ResNetDropblock (class in advertrain.models) (class in robustML.advertrain.models) rho (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) robustML module robustML.advertrain module robustML.advertrain.constants module robustML.advertrain.dependencies module robustML.advertrain.dependencies.autoattack module robustML.advertrain.dependencies.cleverhans module robustML.advertrain.dependencies.cleverhans.fast_gradient_method module robustML.advertrain.dependencies.cleverhans.projected_gradient_descent module robustML.advertrain.dependencies.cleverhans.utils module

robustML.advertrain.dependencies.dropblock module robustML.advertrain.dependencies.fire module robustML.advertrain.dependencies.trades module robustML.advertrain.metrics module robustML.advertrain.models module robustML.advertrain.training module robustML.advertrain.training.adversarial_training module robustML.advertrain.training.autoattack_training module robustML.advertrain.training.classical_training module robustML.advertrain.training.fire_training module robustML.advertrain.training.trades_training module robustML.advertrain.transforms module

S

save_metrics() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method) seed (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute)

squared_l2_norm() (in module advertrain.dependencies.trades) (in module robustML.advertrain.dependencies.trades)

T

topk (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute) trades_loss() (in module advertrain.dependencies.trades) (in module robustML.advertrain.dependencies.trades) TRADESTraining (class in advertrain.training.trades_training) (class in robustML.advertrain.training.trades_training)

train_batch() (advertrain.training.classical_training.ClassicalTraining method) (advertrain.training.fire_training.FIRETraining method) (advertrain.training.trades_training.TRADESTraining method) (robustML.advertrain.training.classical_training.ClassicalTraining method) (robustML.advertrain.training.fire_training.FIRETraining method) (robustML.advertrain.training.trades_training.TRADESTraining method)

U

update() (advertrain.metrics.Metrics method) (robustML.advertrain.metrics.Metrics method)

use_largereps (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute)

V

val_batch() (advertrain.training.classical_training.ClassicalTraining method) (advertrain.training.fire_training.FIRETraining method) (advertrain.training.trades_training.TRADESTraining method) (robustML.advertrain.training.classical_training.ClassicalTraining method) (robustML.advertrain.training.fire_training.FIRETraining method) (robustML.advertrain.training.trades_training.TRADESTraining method)

verbose (advertrain.dependencies.autoattack.APGDAttack attribute) (robustML.advertrain.dependencies.autoattack.APGDAttack attribute)