Class PrivacyAccountantBase

Namespace

AiDotNet.FederatedLearning.Privacy.Accounting

Assembly

AiDotNet.dll

Base class for privacy accountants.

public abstract class PrivacyAccountantBase : FederatedLearningComponentBase<double>, IPrivacyAccountant

Inheritance

object

FederatedLearningComponentBase<double>

PrivacyAccountantBase

Implements

IPrivacyAccountant

Derived

BasicCompositionPrivacyAccountant

RdpPrivacyAccountant

Inherited Members

FederatedLearningComponentBase<double>.NumOps

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

AddRound(double, double, double)

Records a single privacy event (typically one federated learning round).

public abstract void AddRound(double epsilon, double delta, double samplingRate)

Parameters

epsilon double

The epsilon value used for this event.

delta double

The delta value used for this event.

samplingRate double

The client participation rate for this event (0.0 to 1.0).

GetAccountantName()

Gets the name of this privacy accountant implementation.

public abstract string GetAccountantName()

Returns

string

GetEpsilonAtDelta(double)

Gets a reported epsilon value at a given target delta (if supported by the accountant).

public abstract double GetEpsilonAtDelta(double targetDelta)

Parameters

targetDelta double

The delta to report epsilon for.

Returns

double

GetTotalDeltaConsumed()

Gets the total delta consumed so far according to this accountant.

public abstract double GetTotalDeltaConsumed()

Returns

double

GetTotalEpsilonConsumed()

Gets the total epsilon consumed so far according to this accountant.

public abstract double GetTotalEpsilonConsumed()

Returns

double