Index

_

__init__() (sacroml.attacks.attribute_attack.AttributeAttack method) (sacroml.attacks.likelihood_attack.LIRAAttack method) (sacroml.attacks.report.CustomJSONEncoder method) (sacroml.attacks.target.Target method) (sacroml.attacks.worst_case_attack.WorstCaseAttack method)

A

add_feature() (sacroml.attacks.target.Target method) add_safemodel_results() (sacroml.attacks.target.Target method) attack() (sacroml.attacks.attribute_attack.AttributeAttack method) (sacroml.attacks.likelihood_attack.LIRAAttack method) (sacroml.attacks.worst_case_attack.WorstCaseAttack method)

attack_from_preds() (sacroml.attacks.worst_case_attack.WorstCaseAttack method) attackable() (sacroml.attacks.attribute_attack.AttributeAttack class method) (sacroml.attacks.likelihood_attack.LIRAAttack class method) (sacroml.attacks.worst_case_attack.WorstCaseAttack class method) AttributeAttack (class in sacroml.attacks.attribute_attack) auc_p_val() (in module sacroml.metrics)

C

create_lr_report() (in module sacroml.attacks.report)

create_mia_report() (in module sacroml.attacks.report) CustomJSONEncoder (class in sacroml.attacks.report)

D

dataset_module_path (sacroml.attacks.target.Target attribute)

dataset_name (sacroml.attacks.target.Target attribute) default() (sacroml.attacks.report.CustomJSONEncoder method)

E

encode() (sacroml.attacks.report.CustomJSONEncoder method)

F

features (sacroml.attacks.target.Target attribute)

G

generate_arrays() (sacroml.attacks.worst_case_attack.WorstCaseAttack method) get_generalisation_error() (sacroml.attacks.target.Target method) get_metrics() (in module sacroml.metrics)

get_params() (sacroml.attacks.attribute_attack.AttributeAttack method) (sacroml.attacks.likelihood_attack.LIRAAttack method) (sacroml.attacks.worst_case_attack.WorstCaseAttack method)

H

has_data() (sacroml.attacks.target.Target method) has_model() (sacroml.attacks.target.Target method)

has_probas() (sacroml.attacks.target.Target method) has_raw_data() (sacroml.attacks.target.Target method)

I

item_separator (sacroml.attacks.report.CustomJSONEncoder attribute)

iterencode() (sacroml.attacks.report.CustomJSONEncoder method)

K

key_separator (sacroml.attacks.report.CustomJSONEncoder attribute)

L

line() (in module sacroml.attacks.report) LIRAAttack (class in sacroml.attacks.likelihood_attack)

load() (sacroml.attacks.target.Target method) load_array() (sacroml.attacks.target.Target method)

M

min_max_disc() (in module sacroml.metrics) model (sacroml.attacks.target.Target attribute) model_module_path (sacroml.attacks.target.Target attribute) model_name (sacroml.attacks.target.Target attribute) model_params (sacroml.attacks.target.Target attribute) model_path (sacroml.attacks.target.Target attribute)

module sacroml.attacks.attribute_attack sacroml.attacks.likelihood_attack sacroml.attacks.report sacroml.attacks.target sacroml.attacks.worst_case_attack sacroml.metrics

N

n_features (sacroml.attacks.target.Target property)

P

plot_categorical_fraction() (in module sacroml.attacks.attribute_attack) plot_categorical_risk() (in module sacroml.attacks.attribute_attack)

plot_quantitative_risk() (in module sacroml.attacks.attribute_attack) proba_test (sacroml.attacks.target.Target attribute) proba_train (sacroml.attacks.target.Target attribute)

R

report_categorical() (in module sacroml.attacks.attribute_attack)

report_quantitative() (in module sacroml.attacks.attribute_attack) run_attack_reps() (sacroml.attacks.worst_case_attack.WorstCaseAttack method)

S

sacroml.attacks.attribute_attack module sacroml.attacks.likelihood_attack module sacroml.attacks.report module sacroml.attacks.target module

sacroml.attacks.worst_case_attack module sacroml.metrics module safemodel (sacroml.attacks.target.Target attribute) save() (sacroml.attacks.target.Target method) subtitle() (in module sacroml.attacks.report)

T

Target (class in sacroml.attacks.target) title() (in module sacroml.attacks.report)

train_module_path (sacroml.attacks.target.Target attribute) train_params (sacroml.attacks.target.Target attribute)

W

WorstCaseAttack (class in sacroml.attacks.worst_case_attack)

write_json() (in module sacroml.attacks.report) write_pdf() (in module sacroml.attacks.report)

X

X_test (sacroml.attacks.target.Target attribute) X_test_orig (sacroml.attacks.target.Target attribute)

X_train (sacroml.attacks.target.Target attribute) X_train_orig (sacroml.attacks.target.Target attribute)

Y

y_test (sacroml.attacks.target.Target attribute) y_test_orig (sacroml.attacks.target.Target attribute)

y_train (sacroml.attacks.target.Target attribute) y_train_orig (sacroml.attacks.target.Target attribute)