Index

_

__init__() (niteshade.attack.AddLabeledPointsAttacker method) (niteshade.attack.AddPointsAttacker method) (niteshade.attack.Attacker method) (niteshade.attack.BrewPoison method) (niteshade.attack.ChangeLabelAttacker method) (niteshade.attack.LabelFlipperAttacker method) (niteshade.attack.PerturbPointsAttacker method) (niteshade.attack.RandomAttacker method) (niteshade.data.DataLoader method) (niteshade.defence.Defender method) (niteshade.defence.DefenderGroup method) (niteshade.defence.Distance_metric method) (niteshade.defence.FeasibleSetDefender method) (niteshade.defence.KNN_Defender method) (niteshade.defence.ModelDefender method) (niteshade.defence.OutlierDefender method) (niteshade.defence.PointModifierDefender method) (niteshade.defence.SoftmaxDefender method) (niteshade.models.BaseModel method) (niteshade.models.CifarClassifier method) (niteshade.models.IrisClassifier method) (niteshade.models.MNISTClassifier method) (niteshade.postprocessing.PDF method) (niteshade.postprocessing.PostProcessor method) (niteshade.simulation.Simulator method)

A

add_all_charts_from_directory() (niteshade.postprocessing.PDF method) add_chart() (niteshade.postprocessing.PDF method) add_table() (niteshade.postprocessing.PDF method) add_to_cache() (niteshade.data.DataLoader method) AddLabeledPointsAttacker (class in niteshade.attack) AddPointsAttacker (class in niteshade.attack) apply_pert() (niteshade.attack.BrewPoison method)

ArgNotFoundError attack() (niteshade.attack.AddLabeledPointsAttacker method) (niteshade.attack.Attacker method) (niteshade.attack.BrewPoison method) (niteshade.attack.LabelFlipperAttacker method) (niteshade.attack.RandomAttacker method) Attacker (class in niteshade.attack)

B

BaseModel (class in niteshade.models)

BrewPoison (class in niteshade.attack)

C

ChangeLabelAttacker (class in niteshade.attack) check_batch_size() (in module niteshade.utils) check_num_of_classes() (in module niteshade.utils)

CifarClassifier (class in niteshade.models) compute_online_learning_metrics() (niteshade.postprocessing.PostProcessor method) copy() (in module niteshade.utils)

D

DataLoader (class in niteshade.data) decode_one_hot() (in module niteshade.utils) defend() (niteshade.defence.Defender method) (niteshade.defence.DefenderGroup method) (niteshade.defence.FeasibleSetDefender method) (niteshade.defence.KNN_Defender method) (niteshade.defence.SoftmaxDefender method)

Defender (class in niteshade.defence) DefenderGroup (class in niteshade.defence) distance() (niteshade.defence.Distance_metric method) Distance_metric (class in niteshade.defence)

E

evaluate() (niteshade.models.BaseModel method) (niteshade.models.CifarClassifier method) (niteshade.models.IrisClassifier method) (niteshade.models.MNISTClassifier method)

evaluate_simulators_metrics() (niteshade.postprocessing.PostProcessor method)

F

FeasibleSetDefender (class in niteshade.defence) footer() (niteshade.postprocessing.PDF method) forward() (niteshade.models.BaseModel method) (niteshade.models.CifarClassifier method) (niteshade.models.IrisClassifier method) (niteshade.models.MNISTClassifier method)

G

get_cmap() (in module niteshade.utils) get_data_modifications() (niteshade.postprocessing.PostProcessor method)

get_new_pert() (niteshade.attack.BrewPoison method) get_time_stamp_as_string() (in module niteshade.utils)

H

header() (niteshade.postprocessing.PDF method)

I

inc_reset_ep() (niteshade.attack.BrewPoison method)

IrisClassifier (class in niteshade.models)

K

KNN_Defender (class in niteshade.defence)

L

LabelFlipperAttacker (class in niteshade.attack)

load_model() (in module niteshade.utils)

M

MNISTClassifier (class in niteshade.models) ModelDefender (class in niteshade.defence) module niteshade.attack niteshade.data niteshade.defence niteshade.models niteshade.postprocessing niteshade.simulation niteshade.utils

N

niteshade.attack module niteshade.data module niteshade.defence module niteshade.models module

niteshade.postprocessing module niteshade.simulation module niteshade.utils module num_pts_to_add() (niteshade.attack.AddPointsAttacker method) num_pts_to_change() (niteshade.attack.ChangeLabelAttacker method)

O

one_hot_encoding() (in module niteshade.utils)

OutlierDefender (class in niteshade.defence)

P

PDF (class in niteshade.postprocessing) PerturbPointsAttacker (class in niteshade.attack) pick_data_to_add() (niteshade.attack.AddPointsAttacker method) plot_decision_boundaries() (niteshade.postprocessing.PostProcessor method) plot_online_learning_metrics() (niteshade.postprocessing.PostProcessor method)

PointModifierDefender (class in niteshade.defence) PostProcessor (class in niteshade.postprocessing) predict() (niteshade.models.CifarClassifier method) (niteshade.models.IrisClassifier method) (niteshade.models.MNISTClassifier method)

R

rand_cmap() (in module niteshade.utils)

RandomAttacker (class in niteshade.attack) run() (niteshade.simulation.Simulator method)

S

save_model() (in module niteshade.utils) save_pickle() (in module niteshade.utils) save_plot() (in module niteshade.utils)

ShapeMismatchError Simulator (class in niteshade.simulation) SoftmaxDefender (class in niteshade.defence) step() (niteshade.models.BaseModel method)

T

train_test_cifar() (in module niteshade.utils)

train_test_iris() (in module niteshade.utils) train_test_MNIST() (in module niteshade.utils)

W

wrap_results() (in module niteshade.simulation)