Struct DifferentialPrivacyConfig 

pub struct DifferentialPrivacyConfig {
    pub epsilon: f32,
    pub delta: f32,
    pub sensitivity: f32,
    pub noise_mechanism: NoiseMechanism,
}

Configuration for differential privacy.

Fields

epsilon: f32

Privacy budget (epsilon)

delta: f32

Delta parameter for (ε,δ)-differential privacy

sensitivity: f32

Sensitivity of the function (max change in output per unit change in input)

noise_mechanism: NoiseMechanism

Noise mechanism to use

Trait Implementations

impl Clone for DifferentialPrivacyConfig

fn clone(&self) -> DifferentialPrivacyConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DifferentialPrivacyConfig

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

Formats the value using the given formatter.

impl Default for DifferentialPrivacyConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DifferentialPrivacyConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DifferentialPrivacyConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.