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PrivacyConfig

oxirs_embed::federated_learning::config

Struct PrivacyConfig 

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pub struct PrivacyConfig {
    pub enable_differential_privacy: bool,
    pub epsilon: f64,
    pub delta: f64,
    pub noise_mechanism: NoiseMechanism,
    pub clipping_threshold: f64,
    pub local_epsilon: f64,
    pub global_epsilon: f64,
}
Expand description

Privacy-preserving configuration

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§enable_differential_privacy: bool

Enable differential privacy

§epsilon: f64

Privacy budget (epsilon)

§delta: f64

Privacy delta parameter

§noise_mechanism: NoiseMechanism

Noise mechanism

§clipping_threshold: f64

Gradient clipping threshold

§local_epsilon: f64

Local privacy budget

§global_epsilon: f64

Global privacy budget

Trait Implementations§

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impl Clone for PrivacyConfig

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fn clone(&self) -> PrivacyConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for PrivacyConfig

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

Formats the value using the given formatter. Read more
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impl Default for PrivacyConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for PrivacyConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for PrivacyConfig

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

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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Drops the object pointed to by the given pointer. Read more
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