1 citations · 1 across the 4 of their papers we have counts for
4 papers
Secure Query Processing with Linear Complexity
Qiyao Luo, Yilei Wang, Wei Dong +1
We present LINQ, the first join protocol with linear complexity (in both running time and communication) under the secure multi-party computation model (MPC). It can also be extend…
Almost Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy
Wei Dong, Qiyao Luo, Giulia Fanti +2
Differentially private mechanisms achieving worst-case optimal error bounds (e.g., the classical Laplace mechanism) are well-studied in the literature. However, when typical data a…
Frequency Estimation in the Shuffle Model with Almost a Single Message
Qiyao Luo, Yilei Wang, Ke Yi
We present a protocol in the shuffle model of differential privacy (DP) for the \textit{frequency estimation} problem that achieves error , almost matching the…
Secure Machine Learning over Relational Data
Qiyao Luo, Yilei Wang, Zhenghang Ren +3
A closer integration of machine learning and relational databases has gained steam in recent years due to the fact that the training data to many ML tasks is the results of a relat…