Index

A

ABCMeta (class in cleverhans.attacks) Attack (class in cleverhans.attacks)

attack() (cleverhans.attacks.MaxConfidence method) attack_class() (cleverhans.attacks.MaxConfidence method) attack_single_step() (cleverhans.attacks.FastFeatureAdversaries method)

B

BasicIterativeMethod (class in cleverhans.attacks)

BoundaryAttackPlusPlus() (in module cleverhans.attacks)

C

CallableModelWrapper (class in cleverhans.attacks) (class in cleverhans.model) CarliniWagnerL2 (class in cleverhans.attacks) cleverhans.attacks module cleverhans.devtools module, [1]

cleverhans.model module clip_eta() (in module cleverhans.attacks) construct_graph() (cleverhans.attacks.Attack method) construct_variables() (cleverhans.attacks.Attack method)

D

DeepFool (class in cleverhans.attacks) DEFAULT_DELTA (cleverhans.attacks.SPSA attribute)

DEFAULT_LEARNING_RATE (cleverhans.attacks.SPSA attribute) DEFAULT_SPSA_ITERS (cleverhans.attacks.SPSA attribute) DEFAULT_SPSA_SAMPLES (cleverhans.attacks.SPSA attribute)

E

ElasticNetMethod (class in cleverhans.attacks)

F

FastFeatureAdversaries (class in cleverhans.attacks) FastGradientMethod (class in cleverhans.attacks) fgm() (in module cleverhans.attacks) FGM_CLASS (cleverhans.attacks.ProjectedGradientDescent attribute)

fprop() (cleverhans.attacks.CallableModelWrapper method) (cleverhans.attacks.Model method) (cleverhans.model.CallableModelWrapper method) (cleverhans.model.Model method)

G

generate() (cleverhans.attacks.Attack method) (cleverhans.attacks.CarliniWagnerL2 method) (cleverhans.attacks.DeepFool method) (cleverhans.attacks.ElasticNetMethod method) (cleverhans.attacks.FastFeatureAdversaries method) (cleverhans.attacks.FastGradientMethod method) (cleverhans.attacks.HopSkipJumpAttack method) (cleverhans.attacks.LBFGS method) (cleverhans.attacks.MaxConfidence method) (cleverhans.attacks.MomentumIterativeMethod method) (cleverhans.attacks.Noise method) (cleverhans.attacks.ProjectedGradientDescent method) (cleverhans.attacks.SaliencyMapMethod method) (cleverhans.attacks.Semantic method) (cleverhans.attacks.SparseL1Descent method) (cleverhans.attacks.SpatialTransformationMethod method) (cleverhans.attacks.SPSA method) (cleverhans.attacks.VirtualAdversarialMethod method)

generate_np() (cleverhans.attacks.Attack method) (cleverhans.attacks.HopSkipJumpAttack method) (cleverhans.attacks.SPSA method) get_layer() (cleverhans.attacks.Model method) (cleverhans.model.Model method) get_layer_names() (cleverhans.attacks.Model method) (cleverhans.model.Model method) get_logits() (cleverhans.attacks.Model method) (cleverhans.model.Model method) get_or_guess_labels() (cleverhans.attacks.Attack method) get_params() (cleverhans.attacks.Model method) (cleverhans.model.Model method) get_predicted_class() (cleverhans.attacks.Model method) (cleverhans.model.Model method) get_probs() (cleverhans.attacks.Model method) (cleverhans.model.Model method)

H

HopSkipJumpAttack (class in cleverhans.attacks)

L

LBFGS (class in cleverhans.attacks)

M

MadryEtAl (class in cleverhans.attacks) make_input_placeholder() (cleverhans.attacks.Model method) (cleverhans.model.Model method) make_label_placeholder() (cleverhans.attacks.Model method) (cleverhans.model.Model method) make_params() (cleverhans.attacks.Model method) (cleverhans.model.Model method)

MaxConfidence (class in cleverhans.attacks) Model (class in cleverhans.attacks) (class in cleverhans.model) module cleverhans.attacks cleverhans.devtools, [1] cleverhans.model MomentumIterativeMethod (class in cleverhans.attacks)

N

Noise (class in cleverhans.attacks)

NoSuchLayerError

O

O_FEATURES (cleverhans.attacks.Model attribute) (cleverhans.model.Model attribute) O_LOGITS (cleverhans.attacks.Model attribute) (cleverhans.model.Model attribute)

O_PROBS (cleverhans.attacks.Model attribute) (cleverhans.model.Model attribute) optimize_linear() (in module cleverhans.attacks)

P

parse_params() (cleverhans.attacks.Attack method) (cleverhans.attacks.CarliniWagnerL2 method) (cleverhans.attacks.DeepFool method) (cleverhans.attacks.ElasticNetMethod method) (cleverhans.attacks.FastFeatureAdversaries method) (cleverhans.attacks.FastGradientMethod method) (cleverhans.attacks.HopSkipJumpAttack method) (cleverhans.attacks.LBFGS method) (cleverhans.attacks.MaxConfidence method) (cleverhans.attacks.MomentumIterativeMethod method) (cleverhans.attacks.Noise method) (cleverhans.attacks.ProjectedGradientDescent method) (cleverhans.attacks.SaliencyMapMethod method) (cleverhans.attacks.SparseL1Descent method) (cleverhans.attacks.SpatialTransformationMethod method) (cleverhans.attacks.VirtualAdversarialMethod method)

projected_optimization() (in module cleverhans.attacks) ProjectedGradientDescent (class in cleverhans.attacks)

R

reduce_max() (in module cleverhans.attacks) reduce_mean() (in module cleverhans.attacks)

reduce_sum() (in module cleverhans.attacks) register() (cleverhans.attacks.ABCMeta method)

S

SaliencyMapMethod (class in cleverhans.attacks) Semantic (class in cleverhans.attacks) softmax_cross_entropy_with_logits() (in module cleverhans.attacks)

SparseL1Descent (class in cleverhans.attacks) SpatialTransformationMethod (class in cleverhans.attacks) SPSA (class in cleverhans.attacks)

V

vatm() (in module cleverhans.attacks)

VirtualAdversarialMethod (class in cleverhans.attacks)

W

wrapper_warning() (in module cleverhans.attacks) (in module cleverhans.model)

wrapper_warning_logits() (in module cleverhans.attacks) (in module cleverhans.model)

X

xrange (in module cleverhans.attacks)