Data Science, Machine Learning, Artificial Intelligence, Technology, Cybersecurity.
are aggregated across the microbatches and random noise is added to the total gradient. This noise addition is controlled by the noise_multiplier. The noise ensures that even with the gradients clipped, the contribution of individual samples is further obscured. This makes it even more challenging