Index

A

apply_feature_extractor_one_dataset_parallel() (in module lnb.feature_extractors) apply_feature_extractor_sequential() (in module lnb.feature_extractors)

apply_feature_extractor_to_datasets() (in module lnb.feature_extractors) apply_ohe() (in module lnb.feature_extractors)

B

baynet (class in lnb.generators)

blockPrint() (in module lnb.utils)

C

calculate_statistics() (in module lnb.plots) compute_achilles() (in module lnb.distance) compute_achilles_one_record() (in module lnb.distance)

compute_achilles_parallel() (in module lnb.distance) compute_achilles_seq() (in module lnb.distance) create_queries() (in module lnb.feature_extractors) ctgan (class in lnb.generators)

D

discretize_dataset() (in module lnb.data_prep)

drop_zero_cols() (in module lnb.classifiers)

E

enablePrint() (in module lnb.utils) extract_correlation_features() (in module lnb.feature_extractors)

extract_naive_features() (in module lnb.feature_extractors) extract_one_feature() (in module lnb.feature_extractors)

F

feature_extractor_distances() (in module lnb.feature_extractors) feature_extractor_queries_CQBS() (in module lnb.feature_extractors) feature_extractor_topX_full() (in module lnb.feature_extractors) fit_classifier() (in module lnb.classifiers) fit_classifiers() (in module lnb.classifiers) fit_generate() (lnb.generators.baynet method) (lnb.generators.ctgan method) (lnb.generators.identity method) (lnb.generators.indhist method) (lnb.generators.privbayes method) (lnb.generators.synthpop method)

fit_ohe() (in module lnb.feature_extractors) fit_validate_classifiers() (in module lnb.classifiers)

G

generate_dataset_parallel() (in module lnb.shadow_data) generate_datasets() (in module lnb.shadow_data) generate_datasets_parallel() (in module lnb.shadow_data) Generator (class in lnb.generators)

get_feature_extractors() (in module lnb.feature_extractors) get_generator() (in module lnb.generators) get_queries() (in module lnb.feature_extractors) get_target_record() (in module lnb.data_prep)

I

identity (class in lnb.generators)

ignore_depreciation() (in module lnb.utils) indhist (class in lnb.generators)

L

label (lnb.generators.baynet property) (lnb.generators.ctgan property) (lnb.generators.Generator property) (lnb.generators.identity property) (lnb.generators.indhist property) (lnb.generators.privbayes property) (lnb.generators.synthpop property) lnb.classifiers module lnb.data_prep module lnb.distance module

lnb.feature_extractors module lnb.generators module lnb.mia module lnb.plots module lnb.shadow_data module lnb.utils module load_data() (in module lnb.data_prep)

M

mia() (in module lnb.mia) mia_results_to_df() (in module lnb.plots) module lnb.classifiers lnb.data_prep lnb.distance lnb.feature_extractors lnb.generators lnb.mia lnb.plots lnb.shadow_data lnb.utils

N

normalize_cont_cols() (in module lnb.data_prep)

P

plot_achilles() (in module lnb.plots)

plot_mia_scores() (in module lnb.plots) privbayes (class in lnb.generators)

R

read_data() (in module lnb.data_prep)

read_metadata() (in module lnb.data_prep)

S

save_metrics_to_file() (in module lnb.utils) scale_features() (in module lnb.classifiers) select_columns() (in module lnb.data_prep)

split_data() (in module lnb.data_prep) str2bool() (in module lnb.utils) str2list() (in module lnb.utils) synthpop (class in lnb.generators)

T

top_n_vulnerable_dists() (in module lnb.distance) top_n_vulnerable_records() (in module lnb.distance) train_evaluate_mia() (in module lnb.mia)

train_LogisticRegression() (in module lnb.classifiers) train_MLP() (in module lnb.classifiers) train_RandomForest() (in module lnb.classifiers)

V

validate_clf() (in module lnb.classifiers)