“…Unfortunately, it supports only unconditional generation and, consequently, labeling the synthetic data consumes extra privacy. Very recently, DPDC [59] is proposed to privately synthesize data by taking advantage of the dataset condensation. The simplest form of DPDC is to apply Gaussian noise to the aggregated gradient, which is the sum of the gradient of random samples from a specific class.…”