ML Community Day is November 9! Join us for updates from TensorFlow, JAX, and more Learn more

tf_privacy.compute_rdp

Computes RDP of the Sampled Gaussian Mechanism.

q The sampling rate.
noise_multiplier The ratio of the standard deviation of the Gaussian noise to the l2-sensitivity of the function to which it is added.
steps The number of steps.
orders An array (or a scalar) of RDP orders.

The RDPs at all orders. Can be np.inf.