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PrivacyParams

oxirs_embed::federated_learning::privacy

Struct PrivacyParams 

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pub struct PrivacyParams {
    pub epsilon: f64,
    pub delta: f64,
    pub sensitivity: f64,
    pub composition_method: CompositionMethod,
}
Expand description

Privacy parameters for different mechanisms

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§epsilon: f64

Epsilon value for differential privacy

§delta: f64

Delta value for differential privacy

§sensitivity: f64

Sensitivity of the query/function

§composition_method: CompositionMethod

Composition method for privacy accounting

Trait Implementations§

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impl Clone for PrivacyParams

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fn clone(&self) -> PrivacyParams

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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<'de> Deserialize<'de> for PrivacyParams

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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 PrivacyParams

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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