Module privacy 

Privacy evaluation module.

Provides empirical privacy assessments for synthetic data including:

• Membership Inference Attack (MIA): Distance-based classifier to detect training data leakage
• Linkage Attack: Quasi-identifier-based re-identification risk assessment
• NIST SP 800-226 Alignment: Self-assessment against NIST criteria for de-identification
• SynQP Matrix: Quality-privacy quadrant evaluation

Re-exports

pub use linkage::LinkageAttack;

pub use linkage::LinkageConfig;

pub use linkage::LinkageResults;

pub use membership_inference::MembershipInferenceAttack;

pub use membership_inference::MiaConfig;

pub use membership_inference::MiaResults;

pub use metrics::NistAlignmentReport;

pub use metrics::NistCriterion;

pub use metrics::SynQPMatrix;

pub use metrics::SynQPQuadrant;

Modules

linkage

Linkage Attack Assessment.

membership_inference

Membership Inference Attack (MIA) testing.

metrics

Privacy metrics: NIST SP 800-226 alignment and SynQP quality-privacy matrix.

Structs

PrivacyEvaluation

Combined privacy evaluation results.