2 papers
cs.CR2025
A Failure-Free and Efficient Discrete Laplace Distribution for Differential Privacy in MPC
Ivan Tjuawinata, Jiabo Wang, Mengmeng Yang +3
In an MPC-protected distributed computation, although the use of MPC assures data privacy during computation, sensitive information may still be inferred by curious MPC participant…
cs.CR2024
Tabular Data Synthesis with Differential Privacy: A Survey
Mengmeng Yang, Chi-Hung Chi, Kwok-Yan Lam +3
Data sharing is a prerequisite for collaborative innovation, enabling organizations to leverage diverse datasets for deeper insights. In real-world applications like FinTech and Sm…