Yingting Liu

Privacy Preserving PCA for Multiparty Modeling

2020 · arXiv (Cornell University)

In this paper, we present a general multiparty modeling paradigm with Privacy Preserving Principal Component Analysis (PPPCA) for horizontally partitioned data. PPPCA can accomplish multiparty cooperative execution of PCA under the premise of keeping plaintext …