85 citations · 85 across the 2 of their papers we have counts for
2 papers
cs.DB2022★ 85 cited
LDP-IDS: Local Differential Privacy for Infinite Data Streams
Xuebin Ren, Liang Shi, Weiren Yu +3
Streaming data collection is essential to real-time data analytics in various IoTs and mobile device-based systems, which, however, may expose end users' privacy. Local differentia…
cs.SI2020
Network experimentation at scale
Brian Karrer, Liang Shi, Monica Bhole +5
We describe our framework, deployed at Facebook, that accounts for interference between experimental units through cluster-randomized experiments. We document this system, includin…