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tf_privacy.GaussianDpEvent

Represents an application of the Gaussian mechanism.

Inherits From: DpEvent

For values v_i and noise z ~ N(0, s^2I), this mechanism returns sum_i v_i + z. If the norms of the values are bounded ||v_i|| <= C, the noise_multiplier is defined as s / C.

noise_multiplier

Methods

__eq__

Method generated by attrs for class GaussianDpEvent.

__ge__

Method generated by attrs for class GaussianDpEvent.

__gt__

Method generated by attrs for class GaussianDpEvent.

__le__

Method generated by attrs for class GaussianDpEvent.

__lt__

Method generated by attrs for class GaussianDpEvent.

__ne__

Method generated by attrs for class GaussianDpEvent.