privacy? We retell a few stories, well-known in data-privacy circles, of failed anonymization attempts in publicly released … datasets. We then provide a mostly informal introduction to several ideas from the literature on differential privacy, an … active literature in computer science that studies formal approaches to preserving the privacy of individuals in statistical …