Edith Cohen

FriendlyCore: Practical Differentially Private Aggregation

2021 · arXiv (Cornell University)

Differentially private algorithms for common metric aggregation tasks, such as clustering or averaging, often have limited practicality due to their complexity or to the large number of data points that is required for accurate results. …