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
PSA: Private Set Alignment for Secure and Collaborative Analytics on Large-Scale Data
Jiabo Wang, Elmo Xuyun Huang, Pu Duan +2
Enforcement of privacy regulation is essential for collaborative data analytics. In this work, we address a scenario in which two companies expect to securely join their datasets w…