Differential privacy can be rigid and overly conservative in practice, and so finding ways to relax pure differential privacy while retaining its benefits is an active area of research. Two approaches to doing this are concentrated differential privacy [1] and Rényi differential privacy [3]. Differential privacy quantifies the potential impact of an individual’s participation or […] The post Zero-Concentrated Differential Privacy first appeared on John D. Cook....