Mycelium: Large-scale distributed graph queries with differential privacy

E Roth, K Newatia, Y Ma, K Zhong, S Angel… - Proceedings of the …, 2021‏ - dl.acm.org
This paper introduces Mycelium, the first system to process differentially private queries over
large graphs that are distributed across millions of user devices. Such graphs occur, for …

Private Federated Analytics at Scale

E Roth - 2022‏ - search.proquest.com
Collecting distributed data from millions of individuals for the purpose of analytics is a
common scenario–from Apple collecting typed words and emojis to improve its keyboard …