Struct SecureAggregation

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pub struct SecureAggregation { /* private fields */ }

Expand description

Secure aggregation using secret sharing

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impl SecureAggregation

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pub fn new(num_clients: usize, threshold: usize) -> Self

Create a new secure aggregation scheme

Split a value into shares (simplified Shamir’s secret sharing)

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pub fn reconstruct(&self, shares: &[f32]) -> f32

Reconstruct value from shares

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pub fn aggregate_secure( &self, client_updates: &[HashMap<String, Tensor>], ) -> HashMap<String, Tensor>

Securely aggregate client updates

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impl UnwindSafe for SecureAggregation

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impl<T> Any for T
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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