Robustness Implies Privacy in Statistical Estimation

Samuel B. Hopkins, Gautam Kamath, Mahbod Majid +1

We study the relationship between adversarial robustness and differential privacy in high-dimensional algorithmic statistics. We give the first black-box reduction from privacy to…