research
∙
12/24/2021
Efficient decision tree training with new data structure for secure multi-party computation
We propose a secure multi-party computation (MPC) protocol that construc...
share
research
∙
07/22/2021
Designing a Location Trace Anonymization Contest
For a better understanding of anonymization methods for location traces,...
research
∙
07/07/2021
Refined Computational Complexities of Hospitals/Residents Problem with Regional Caps
The Hospitals/Residents problem (HR) is a many-to-one matching problem w...
research
∙
06/04/2021
Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation
Privacy-preserving machine learning (PPML) aims at enabling machine lear...
research
∙
01/23/2020
Strongly Stable and Maximum Weakly Stable Noncrossing Matchings
In IWOCA 2019, Ruangwises and Itoh introduced stable noncrossing matchin...
research
∙
11/11/2019
Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces
With the widespread use of LBSs (Location-based Services), synthesizing ...
research
∙
02/15/2019