Index

_

__init__() (secureml.audit.AuditTrail method) (secureml.compliance.ComplianceAuditor method) (secureml.compliance.ComplianceReport method) (secureml.federated.FederatedConfig method) (secureml.key_management.KeyManager method) (secureml.reporting.ReportGenerator method)

_apply_data_masking() (in module secureml.anonymization) _apply_generalization() (in module secureml.anonymization) _apply_k_anonymity() (in module secureml.anonymization) _apply_pseudonymization() (in module secureml.anonymization) _identify_sensitive_columns() (in module secureml.anonymization)

A

add_issue() (secureml.compliance.ComplianceReport method) add_passed_check() (secureml.compliance.ComplianceReport method) add_warning() (secureml.compliance.ComplianceReport method) anonymize() (in module secureml.anonymization)

audit_dataset() (secureml.compliance.ComplianceAuditor method) audit_function() (in module secureml.audit) audit_model() (secureml.compliance.ComplianceAuditor method) audit_pipeline() (secureml.compliance.ComplianceAuditor method) AuditTrail (class in secureml.audit)

C

check_compliance() (in module secureml.compliance) close() (secureml.audit.AuditTrail method)

ComplianceAuditor (class in secureml.compliance) ComplianceReport (class in secureml.compliance) configure_default_key_manager() (in module secureml.key_management)

D

derive_key() (secureml.key_management.KeyManager method)

differentially_private_train() (in module secureml.privacy)

F

FederatedConfig (class in secureml.federated)

G

generate_audit_report() (secureml.reporting.ReportGenerator method) generate_compliance_report() (secureml.reporting.ReportGenerator method) generate_pdf() (secureml.compliance.ComplianceAuditor method) generate_report() (secureml.compliance.ComplianceReport method) generate_synthetic_data() (in module secureml.synthetic)

get_audit_logs() (in module secureml.audit) get_encryption_key() (in module secureml.key_management) (secureml.key_management.KeyManager method) get_nlp_model() (in module secureml.compliance) get_secret() (secureml.key_management.KeyManager method)

H

has_issues() (secureml.compliance.ComplianceReport method)

has_warnings() (secureml.compliance.ComplianceReport method)

I

identify_personal_data() (in module secureml.compliance)

identify_phi() (in module secureml.compliance) is_env_valid() (in module secureml.isolated_environments.tf_privacy)

K

KeyManager (class in secureml.key_management)

L

log_compliance_check() (secureml.audit.AuditTrail method) log_data_access() (secureml.audit.AuditTrail method) log_data_transformation() (secureml.audit.AuditTrail method) log_error() (secureml.audit.AuditTrail method)

log_event() (secureml.audit.AuditTrail method) log_model_inference() (secureml.audit.AuditTrail method) log_model_training() (secureml.audit.AuditTrail method) log_user_request() (secureml.audit.AuditTrail method)

M

module secureml.anonymization secureml.audit secureml.cli secureml.compliance secureml.federated secureml.key_management secureml.privacy secureml.reporting secureml.synthetic

R

ReportGenerator (class in secureml.reporting)

S

secureml.anonymization module secureml.audit module secureml.cli module secureml.compliance module secureml.federated module secureml.key_management module

secureml.privacy module secureml.reporting module secureml.synthetic module set_secret() (secureml.key_management.KeyManager method) setup_file_logging() (secureml.audit.AuditTrail method) setup_tf_privacy_environment() (in module secureml.isolated_environments.tf_privacy) start_federated_client() (in module secureml.federated) start_federated_server() (in module secureml.federated) summary() (secureml.compliance.ComplianceReport method)

T

train_federated() (in module secureml.federated)