Open Access. Powered by Scholars. Published by Universities.®
Physical Sciences and Mathematics Commons™
Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 1 of 1
Full-Text Articles in Physical Sciences and Mathematics
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression And Classification, Wenliang Du, Yunghsiang S. Han, Shigang Chen
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression And Classification, Wenliang Du, Yunghsiang S. Han, Shigang Chen
Electrical Engineering and Computer Science - All Scholarship
Analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analysis methods in Secure 2-party Computation (S2C) framework illustrated by the following scenario: two parties, each having a secret data set, want to conduct the statistical analysis on their joint data, but neither party is willing to disclose its private data to the other party or any third party. The current statistical analysis techniques cannot be used directly to support this kind of computation because they require all parties to send the necessary data to a central place. In this paper, We define …