Enum PrivacyMechanism 

pub enum PrivacyMechanism {
    None,
    DifferentialPrivacy,
    HomomorphicEncryption,
    SecureMultipartyComputation,
    SecureAggregation,
}

Privacy mechanisms for federated learning

Variants

None

No privacy protection

DifferentialPrivacy

Differential privacy

HomomorphicEncryption

Homomorphic encryption

SecureMultipartyComputation

Secure multiparty computation

SecureAggregation

Federated learning with secure aggregation

Trait Implementations

impl Clone for PrivacyMechanism

fn clone(&self) -> PrivacyMechanism

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PrivacyMechanism

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for PrivacyMechanism

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for PrivacyMechanism

fn eq(&self, other: &PrivacyMechanism) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for PrivacyMechanism

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for PrivacyMechanism

impl Eq for PrivacyMechanism

impl StructuralPartialEq for PrivacyMechanism