Index

A

add_handler() (mindarmour.utils.LogUtil method) asv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) avg_conf_adv_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method)

avg_conf_true_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_lp_distance() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_ssim() (mindarmour.adv_robustness.evaluations.AttackEvaluate method)

B

batch_defense() (mindarmour.Defense method)

batch_generate() (mindarmour.Attack method)

C

calc_actual_sparse_for_conv() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calc_actual_sparse_for_fc1() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calc_actual_sparse_for_layer() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calc_theoretical_sparse_for_conv() (mindarmour.privacy.sup_privacy.SuppressCtrl method) cav() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) ccv() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) clear_buffer() (mindarmour.adv_robustness.detectors.SimilarityDetector method) concept_check() (mindarmour.ConceptDriftCheckTimeSeries method) (mindarmour.reliability.ConceptDriftCheckTimeSeries method) construct() (mindarmour.privacy.diff_privacy.AdaClippingWithGaussianRandom method) (mindarmour.privacy.diff_privacy.NoiseAdaGaussianRandom method) (mindarmour.privacy.diff_privacy.NoiseGaussianRandom method) (mindarmour.utils.GradWrap method) (mindarmour.utils.GradWrapWithLoss method)

Contrast (class in mindarmour.natural_robustness.transform.image) cos() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) create() (mindarmour.privacy.diff_privacy.ClipMechanismsFactory method) (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) (mindarmour.privacy.diff_privacy.NoiseMechanismsFactory method) (mindarmour.privacy.diff_privacy.PrivacyMonitorFactory method) (mindarmour.privacy.sup_privacy.SuppressPrivacyFactory method) crr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) csr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) Curve (class in mindarmour.natural_robustness.transform.image)

D

debug() (mindarmour.utils.LogUtil method) defense() (mindarmour.adv_robustness.defenses.AdversarialDefense method) (mindarmour.adv_robustness.defenses.AdversarialDefenseWithAttacks method) (mindarmour.Defense method) detect() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method)

detect_diff() (mindarmour.adv_robustness.detectors.DivergenceBasedDetector method) (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method)

E

error() (mindarmour.utils.LogUtil method) eval() (mindarmour.MembershipInference method) (mindarmour.privacy.evaluation.MembershipInference method)

evaluate() (mindarmour.ImageInversionAttack method) (mindarmour.privacy.evaluation.ImageInversionAttack method)

F

fit() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method)

fpr() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) fuzzing() (mindarmour.fuzz_testing.Fuzzer method) (mindarmour.Fuzzer method)

G

GaussianBlur (class in mindarmour.natural_robustness.transform.image) GaussianNoise (class in mindarmour.natural_robustness.transform.image) generate() (mindarmour.adv_robustness.attacks.BasicIterativeMethod method) (mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack method) (mindarmour.adv_robustness.attacks.DeepFool method) (mindarmour.adv_robustness.attacks.GeneticAttack method) (mindarmour.adv_robustness.attacks.HopSkipJumpAttack method) (mindarmour.adv_robustness.attacks.IterativeGradientMethod method) (mindarmour.adv_robustness.attacks.JSMAAttack method) (mindarmour.adv_robustness.attacks.LBFGS method) (mindarmour.adv_robustness.attacks.MomentumIterativeMethod method) (mindarmour.adv_robustness.attacks.NES method) (mindarmour.adv_robustness.attacks.PointWiseAttack method) (mindarmour.adv_robustness.attacks.ProjectedGradientDescent method) (mindarmour.adv_robustness.attacks.PSOAttack method) (mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack method) (mindarmour.Attack method) (mindarmour.ImageInversionAttack method) (mindarmour.privacy.evaluation.ImageInversionAttack method)

get_detected_queries() (mindarmour.adv_robustness.detectors.SimilarityDetector method) get_detection_interval() (mindarmour.adv_robustness.detectors.SimilarityDetector method) get_instance() (mindarmour.utils.LogUtil method) get_metrics() (mindarmour.fuzz_testing.CoverageMetrics method) (mindarmour.fuzz_testing.KMultisectionNeuronCoverage method) (mindarmour.fuzz_testing.NeuronBoundsCoverage method) (mindarmour.fuzz_testing.NeuronCoverage method) (mindarmour.fuzz_testing.SuperNeuronActivateCoverage method) (mindarmour.fuzz_testing.TopKNeuronCoverage method) get_optimal_threshold() (mindarmour.reliability.OodDetector method) (mindarmour.reliability.OodDetectorFeatureCluster method) GradientBlur (class in mindarmour.natural_robustness.transform.image) GradientLuminance (class in mindarmour.natural_robustness.transform.image)

I

info() (mindarmour.utils.LogUtil method)

is_adversarial() (mindarmour.BlackModel method)

K

kick_off() (mindarmour.reliability.FaultInjector method)

L

link_suppress_ctrl() (mindarmour.privacy.sup_privacy.SuppressModel method)

M

max_epoch_suggest() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) metrics() (mindarmour.reliability.FaultInjector method) mindarmour.adv_robustness.attacks.BasicIterativeMethod (built-in class) mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack (built-in class) mindarmour.adv_robustness.attacks.DeepFool (built-in class) mindarmour.adv_robustness.attacks.DiverseInputIterativeMethod (built-in class) mindarmour.adv_robustness.attacks.FastGradientMethod (built-in class) mindarmour.adv_robustness.attacks.FastGradientSignMethod (built-in class) mindarmour.adv_robustness.attacks.GeneticAttack (built-in class) mindarmour.adv_robustness.attacks.HopSkipJumpAttack (built-in class) mindarmour.adv_robustness.attacks.IterativeGradientMethod (built-in class) mindarmour.adv_robustness.attacks.JSMAAttack (built-in class) mindarmour.adv_robustness.attacks.LBFGS (built-in class) mindarmour.adv_robustness.attacks.LeastLikelyClassMethod (built-in class) mindarmour.adv_robustness.attacks.MomentumDiverseInputIterativeMethod (built-in class) mindarmour.adv_robustness.attacks.MomentumIterativeMethod (built-in class) mindarmour.adv_robustness.attacks.NES (built-in class) mindarmour.adv_robustness.attacks.PointWiseAttack (built-in class) mindarmour.adv_robustness.attacks.ProjectedGradientDescent (built-in class) mindarmour.adv_robustness.attacks.PSOAttack (built-in class) mindarmour.adv_robustness.attacks.RandomFastGradientMethod (built-in class) mindarmour.adv_robustness.attacks.RandomFastGradientSignMethod (built-in class) mindarmour.adv_robustness.attacks.RandomLeastLikelyClassMethod (built-in class) mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack (built-in class) mindarmour.adv_robustness.defenses.AdversarialDefense (built-in class) mindarmour.adv_robustness.defenses.AdversarialDefenseWithAttacks (built-in class) mindarmour.adv_robustness.defenses.EnsembleAdversarialDefense (built-in class) mindarmour.adv_robustness.defenses.NaturalAdversarialDefense (built-in class) mindarmour.adv_robustness.defenses.ProjectedAdversarialDefense (built-in class) mindarmour.adv_robustness.detectors.DivergenceBasedDetector (built-in class) mindarmour.adv_robustness.detectors.EnsembleDetector (built-in class) mindarmour.adv_robustness.detectors.ErrorBasedDetector (built-in class) mindarmour.adv_robustness.detectors.RegionBasedDetector (built-in class) mindarmour.adv_robustness.detectors.SimilarityDetector (built-in class) mindarmour.adv_robustness.detectors.SpatialSmoothing (built-in class) mindarmour.adv_robustness.evaluations.AttackEvaluate (built-in class) mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate (built-in class) mindarmour.adv_robustness.evaluations.DefenseEvaluate (built-in class) mindarmour.adv_robustness.evaluations.RadarMetric (built-in class) mindarmour.Attack (built-in class) mindarmour.BlackModel (built-in class) mindarmour.ConceptDriftCheckTimeSeries (built-in class)

mindarmour.Defense (built-in class) mindarmour.Detector (built-in class) mindarmour.DPModel (built-in class) mindarmour.fuzz_testing.CoverageMetrics (built-in class) mindarmour.fuzz_testing.Fuzzer (built-in class) mindarmour.fuzz_testing.KMultisectionNeuronCoverage (built-in class) mindarmour.fuzz_testing.NeuronBoundsCoverage (built-in class) mindarmour.fuzz_testing.NeuronCoverage (built-in class) mindarmour.fuzz_testing.SuperNeuronActivateCoverage (built-in class) mindarmour.fuzz_testing.TopKNeuronCoverage (built-in class) mindarmour.Fuzzer (built-in class) mindarmour.ImageInversionAttack (built-in class) mindarmour.MembershipInference (built-in class) mindarmour.natural_robustness.transform.image module mindarmour.privacy.diff_privacy.AdaClippingWithGaussianRandom (built-in class) mindarmour.privacy.diff_privacy.ClipMechanismsFactory (built-in class) mindarmour.privacy.diff_privacy.DPModel (built-in class) mindarmour.privacy.diff_privacy.DPOptimizerClassFactory (built-in class) mindarmour.privacy.diff_privacy.NoiseAdaGaussianRandom (built-in class) mindarmour.privacy.diff_privacy.NoiseGaussianRandom (built-in class) mindarmour.privacy.diff_privacy.NoiseMechanismsFactory (built-in class) mindarmour.privacy.diff_privacy.PrivacyMonitorFactory (built-in class) mindarmour.privacy.diff_privacy.RDPMonitor (built-in class) mindarmour.privacy.diff_privacy.ZCDPMonitor (built-in class) mindarmour.privacy.evaluation.ImageInversionAttack (built-in class) mindarmour.privacy.evaluation.MembershipInference (built-in class) mindarmour.privacy.sup_privacy.MaskLayerDes (built-in class) mindarmour.privacy.sup_privacy.SuppressCtrl (built-in class) mindarmour.privacy.sup_privacy.SuppressMasker (built-in class) mindarmour.privacy.sup_privacy.SuppressModel (built-in class) mindarmour.privacy.sup_privacy.SuppressPrivacyFactory (built-in class) mindarmour.reliability.ConceptDriftCheckTimeSeries (built-in class) mindarmour.reliability.FaultInjector (built-in class) mindarmour.reliability.OodDetector (built-in class) mindarmour.reliability.OodDetectorFeatureCluster (built-in class) mindarmour.utils.GradWrap (built-in class) mindarmour.utils.GradWrapWithLoss (built-in class) mindarmour.utils.LogUtil (built-in class) mis_classification_rate() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) module mindarmour.natural_robustness.transform.image MotionBlur (class in mindarmour.natural_robustness.transform.image)

N

NaturalNoise (class in mindarmour.natural_robustness.transform.image)

nte() (mindarmour.adv_robustness.evaluations.AttackEvaluate method)

O

ood_predict() (mindarmour.reliability.OodDetector method) (mindarmour.reliability.OodDetectorFeatureCluster method)

P

Perspective (class in mindarmour.natural_robustness.transform.image)

predict() (mindarmour.BlackModel method) print_paras() (mindarmour.privacy.sup_privacy.SuppressCtrl method)

Q

qcv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method)

qrv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method)

R

reset_zeros() (mindarmour.privacy.sup_privacy.SuppressCtrl method)

Rotate (class in mindarmour.natural_robustness.transform.image)

S

SaltAndPepperNoise (class in mindarmour.natural_robustness.transform.image) Scale (class in mindarmour.natural_robustness.transform.image) set_level() (mindarmour.utils.LogUtil method) set_mechanisms() (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) set_radius() (mindarmour.adv_robustness.detectors.RegionBasedDetector method) set_target_images() (mindarmour.adv_robustness.attacks.HopSkipJumpAttack method) (mindarmour.adv_robustness.attacks.NES method)

set_threshold() (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) Shear (class in mindarmour.natural_robustness.transform.image) show() (mindarmour.adv_robustness.evaluations.RadarMetric method) step_end() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) (mindarmour.privacy.sup_privacy.SuppressMasker method)

T

train() (mindarmour.MembershipInference method) (mindarmour.privacy.evaluation.MembershipInference method) transform() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.Detector method)

Translate (class in mindarmour.natural_robustness.transform.image)

U

UniformNoise (class in mindarmour.natural_robustness.transform.image) update_mask() (mindarmour.privacy.sup_privacy.SuppressCtrl method)

update_mask_layer() (mindarmour.privacy.sup_privacy.SuppressCtrl method) update_mask_layer_approximity() (mindarmour.privacy.sup_privacy.SuppressCtrl method) update_status() (mindarmour.privacy.sup_privacy.SuppressCtrl method)

W

warn() (mindarmour.utils.LogUtil method)