Struct PrivacyEvaluation 

pub struct PrivacyEvaluation {
    pub membership_inference: Option<MiaResults>,
    pub linkage: Option<LinkageResults>,
    pub nist_alignment: Option<NistAlignmentReport>,
    pub synqp: Option<SynQPMatrix>,
    pub passes: bool,
    pub failures: Vec<String>,
}

Combined privacy evaluation results.

Fields

membership_inference: Option<MiaResults>

Membership inference attack results (if evaluated).

linkage: Option<LinkageResults>

Linkage attack results (if evaluated).

nist_alignment: Option<NistAlignmentReport>

NIST alignment report (if generated).

synqp: Option<SynQPMatrix>

SynQP quality-privacy matrix (if computed).

passes: bool

Overall privacy evaluation passes.

failures: Vec<String>

Failures encountered.

Implementations

impl PrivacyEvaluation

pub fn new() -> Self

Create a new empty privacy evaluation.

pub fn update_status(&mut self)

Update the overall pass/fail status based on sub-evaluations.

Trait Implementations

impl Clone for PrivacyEvaluation

fn clone(&self) -> PrivacyEvaluation

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for PrivacyEvaluation

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for PrivacyEvaluation

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for PrivacyEvaluation

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for PrivacyEvaluation

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.