索引

A

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

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

B

batch_defense() (mindarmour.Defense 方法)

batch_generate() (mindarmour.Attack 方法)

C

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

cos() (mindarmour.adv_robustness.evaluations.DefenseEvaluate 方法) create() (mindarmour.privacy.diff_privacy.ClipMechanismsFactory 方法) (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory 方法) (mindarmour.privacy.diff_privacy.NoiseMechanismsFactory 方法) (mindarmour.privacy.diff_privacy.PrivacyMonitorFactory 方法) (mindarmour.privacy.sup_privacy.SuppressPrivacyFactory 方法) crr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate 方法) csr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate 方法)

D

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

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

E

error() (mindarmour.utils.LogUtil 方法)

eval() (mindarmour.privacy.evaluation.MembershipInference 方法) evaluate() (mindarmour.privacy.evaluation.ImageInversionAttack 方法)

F

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

fpr() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate 方法) fuzzing() (mindarmour.fuzz_testing.Fuzzer 方法) (mindarmour.fuzz_testing.SensitivityMaximizingFuzzer 方法)

G

generate() (mindarmour.adv_robustness.attacks.AutoProjectedGradientDescent 方法) (mindarmour.adv_robustness.attacks.BasicIterativeMethod 方法) (mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack 方法) (mindarmour.adv_robustness.attacks.DeepFool 方法) (mindarmour.adv_robustness.attacks.GeneticAttack 方法) (mindarmour.adv_robustness.attacks.HopSkipJumpAttack 方法) (mindarmour.adv_robustness.attacks.IterativeGradientMethod 方法) (mindarmour.adv_robustness.attacks.JSMAAttack 方法) (mindarmour.adv_robustness.attacks.LBFGS 方法) (mindarmour.adv_robustness.attacks.MomentumIterativeMethod 方法) (mindarmour.adv_robustness.attacks.NES 方法) (mindarmour.adv_robustness.attacks.PointWiseAttack 方法) (mindarmour.adv_robustness.attacks.ProjectedGradientDescent 方法) (mindarmour.adv_robustness.attacks.PSOAttack 方法) (mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack 方法) (mindarmour.adv_robustness.attacks.VarianceTuningMomentumIterativeMethod 方法) (mindarmour.adv_robustness.attacks.VarianceTuningNesterovIterativeMethod 方法) (mindarmour.Attack 方法) (mindarmour.privacy.evaluation.ImageInversionAttack 方法)

get_detected_queries() (mindarmour.adv_robustness.detectors.SimilarityDetector 方法) get_detection_interval() (mindarmour.adv_robustness.detectors.SimilarityDetector 方法) get_instance() (mindarmour.utils.LogUtil 方法) get_metrics() (mindarmour.fuzz_testing.CoverageMetrics 方法) (mindarmour.fuzz_testing.KMultisectionNeuronCoverage 方法) (mindarmour.fuzz_testing.NeuronBoundsCoverage 方法) (mindarmour.fuzz_testing.NeuronCoverage 方法) (mindarmour.fuzz_testing.SensitivityConvergenceCoverage 方法) (mindarmour.fuzz_testing.SuperNeuronActivateCoverage 方法) (mindarmour.fuzz_testing.TopKNeuronCoverage 方法) get_optimal_threshold() (mindarmour.reliability.OodDetector 方法) (mindarmour.reliability.OodDetectorFeatureCluster 方法)

I

info() (mindarmour.utils.LogUtil 方法)

is_adversarial() (mindarmour.BlackModel 方法)

K

kick_off() (mindarmour.reliability.FaultInjector 方法)

L

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

M

max_epoch_suggest() (mindarmour.privacy.diff_privacy.RDPMonitor 方法) (mindarmour.privacy.diff_privacy.ZCDPMonitor 方法) metrics() (mindarmour.reliability.FaultInjector 方法) mindarmour.adv_robustness.attacks.AutoProjectedGradientDescent (內置类) mindarmour.adv_robustness.attacks.BasicIterativeMethod (內置类) mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack (內置类) mindarmour.adv_robustness.attacks.DeepFool (內置类) mindarmour.adv_robustness.attacks.DiverseInputIterativeMethod (內置类) mindarmour.adv_robustness.attacks.FastGradientMethod (內置类) mindarmour.adv_robustness.attacks.FastGradientSignMethod (內置类) mindarmour.adv_robustness.attacks.GeneticAttack (內置类) mindarmour.adv_robustness.attacks.HopSkipJumpAttack (內置类) mindarmour.adv_robustness.attacks.IterativeGradientMethod (內置类) mindarmour.adv_robustness.attacks.JSMAAttack (內置类) mindarmour.adv_robustness.attacks.LBFGS (內置类) mindarmour.adv_robustness.attacks.LeastLikelyClassMethod (內置类) mindarmour.adv_robustness.attacks.MomentumDiverseInputIterativeMethod (內置类) mindarmour.adv_robustness.attacks.MomentumIterativeMethod (內置类) mindarmour.adv_robustness.attacks.NES (內置类) mindarmour.adv_robustness.attacks.PointWiseAttack (內置类) mindarmour.adv_robustness.attacks.ProjectedGradientDescent (內置类) mindarmour.adv_robustness.attacks.PSOAttack (內置类) mindarmour.adv_robustness.attacks.RandomFastGradientMethod (內置类) mindarmour.adv_robustness.attacks.RandomFastGradientSignMethod (內置类) mindarmour.adv_robustness.attacks.RandomLeastLikelyClassMethod (內置类) mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack (內置类) mindarmour.adv_robustness.attacks.VarianceTuningMomentumIterativeMethod (內置类) mindarmour.adv_robustness.attacks.VarianceTuningNesterovIterativeMethod (內置类) mindarmour.adv_robustness.defenses.AdversarialDefense (內置类) mindarmour.adv_robustness.defenses.AdversarialDefenseWithAttacks (內置类) mindarmour.adv_robustness.defenses.EnsembleAdversarialDefense (內置类) mindarmour.adv_robustness.defenses.NaturalAdversarialDefense (內置类) mindarmour.adv_robustness.defenses.ProjectedAdversarialDefense (內置类) mindarmour.adv_robustness.detectors.DivergenceBasedDetector (內置类) mindarmour.adv_robustness.detectors.EnsembleDetector (內置类) mindarmour.adv_robustness.detectors.ErrorBasedDetector (內置类) mindarmour.adv_robustness.detectors.RegionBasedDetector (內置类) mindarmour.adv_robustness.detectors.SimilarityDetector (內置类) mindarmour.adv_robustness.detectors.SpatialSmoothing (內置类) mindarmour.adv_robustness.evaluations.AttackEvaluate (內置类) mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate (內置类) mindarmour.adv_robustness.evaluations.DefenseEvaluate (內置类) mindarmour.adv_robustness.evaluations.NeuronMetric (內置类) mindarmour.adv_robustness.evaluations.RadarMetric (內置类) mindarmour.Attack (內置类) mindarmour.BlackModel (內置类) mindarmour.Defense (內置类) mindarmour.Detector (內置类)

mindarmour.fuzz_testing.CoverageMetrics (內置类) mindarmour.fuzz_testing.Fuzzer (內置类) mindarmour.fuzz_testing.KMultisectionNeuronCoverage (內置类) mindarmour.fuzz_testing.NeuronBoundsCoverage (內置类) mindarmour.fuzz_testing.NeuronCoverage (內置类) mindarmour.fuzz_testing.SensitivityConvergenceCoverage (內置类) mindarmour.fuzz_testing.SensitivityMaximizingFuzzer (內置类) mindarmour.fuzz_testing.SuperNeuronActivateCoverage (內置类) mindarmour.fuzz_testing.TopKNeuronCoverage (內置类) mindarmour.natural_robustness.transform.image.Contrast (內置类) mindarmour.natural_robustness.transform.image.Curve (內置类) mindarmour.natural_robustness.transform.image.GaussianBlur (內置类) mindarmour.natural_robustness.transform.image.GaussianNoise (內置类) mindarmour.natural_robustness.transform.image.GradientBlur (內置类) mindarmour.natural_robustness.transform.image.GradientLuminance (內置类) mindarmour.natural_robustness.transform.image.MotionBlur (內置类) mindarmour.natural_robustness.transform.image.NaturalNoise (內置类) mindarmour.natural_robustness.transform.image.Perspective (內置类) mindarmour.natural_robustness.transform.image.Rotate (內置类) mindarmour.natural_robustness.transform.image.SaltAndPepperNoise (內置类) mindarmour.natural_robustness.transform.image.Scale (內置类) mindarmour.natural_robustness.transform.image.Shear (內置类) mindarmour.natural_robustness.transform.image.Translate (內置类) mindarmour.natural_robustness.transform.image.UniformNoise (內置类) mindarmour.privacy.diff_privacy.AdaClippingWithGaussianRandom (內置类) mindarmour.privacy.diff_privacy.ClipMechanismsFactory (內置类) mindarmour.privacy.diff_privacy.DPModel (內置类) mindarmour.privacy.diff_privacy.DPOptimizerClassFactory (內置类) mindarmour.privacy.diff_privacy.NoiseAdaGaussianRandom (內置类) mindarmour.privacy.diff_privacy.NoiseGaussianRandom (內置类) mindarmour.privacy.diff_privacy.NoiseMechanismsFactory (內置类) mindarmour.privacy.diff_privacy.PrivacyMonitorFactory (內置类) mindarmour.privacy.diff_privacy.RDPMonitor (內置类) mindarmour.privacy.diff_privacy.ZCDPMonitor (內置类) mindarmour.privacy.evaluation.ImageInversionAttack (內置类) mindarmour.privacy.evaluation.MembershipInference (內置类) mindarmour.privacy.sup_privacy.MaskLayerDes (內置类) mindarmour.privacy.sup_privacy.SuppressCtrl (內置类) mindarmour.privacy.sup_privacy.SuppressMasker (內置类) mindarmour.privacy.sup_privacy.SuppressModel (內置类) mindarmour.privacy.sup_privacy.SuppressPrivacyFactory (內置类) mindarmour.reliability.ConceptDriftCheckTimeSeries (內置类) mindarmour.reliability.FaultInjector (內置类) mindarmour.reliability.OodDetector (內置类) mindarmour.reliability.OodDetectorFeatureCluster (內置类) mindarmour.utils.GradWrap (內置类) mindarmour.utils.GradWrapWithLoss (內置类) mindarmour.utils.LogUtil (內置类) mis_classification_rate() (mindarmour.adv_robustness.evaluations.AttackEvaluate 方法)

N

neuron_sensitivity() (mindarmour.adv_robustness.evaluations.NeuronMetric 方法)

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

O

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

P

predict() (mindarmour.BlackModel 方法)

print_paras() (mindarmour.privacy.sup_privacy.SuppressCtrl 方法)

Q

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

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

R

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

S

set_level() (mindarmour.utils.LogUtil 方法) set_mechanisms() (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory 方法) set_radius() (mindarmour.adv_robustness.detectors.RegionBasedDetector 方法) set_target_images() (mindarmour.adv_robustness.attacks.HopSkipJumpAttack 方法) (mindarmour.adv_robustness.attacks.NES 方法) set_threshold() (mindarmour.adv_robustness.detectors.ErrorBasedDetector 方法) (mindarmour.adv_robustness.detectors.SimilarityDetector 方法) (mindarmour.adv_robustness.detectors.SpatialSmoothing 方法)

show() (mindarmour.adv_robustness.evaluations.RadarMetric 方法) step_end() (mindarmour.privacy.diff_privacy.RDPMonitor 方法) (mindarmour.privacy.diff_privacy.ZCDPMonitor 方法) (mindarmour.privacy.sup_privacy.SuppressMasker 方法)

T

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

U

update_mask() (mindarmour.privacy.sup_privacy.SuppressCtrl 方法) update_mask_layer() (mindarmour.privacy.sup_privacy.SuppressCtrl 方法)

update_mask_layer_approximity() (mindarmour.privacy.sup_privacy.SuppressCtrl 方法) update_status() (mindarmour.privacy.sup_privacy.SuppressCtrl 方法)

W

warn() (mindarmour.utils.LogUtil 方法)