9 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CR2023★ 9 cited
Online Efficient Secure Logistic Regression based on Function Secret Sharing
Jing Liu, Jamie Cui, Cen Chen
Logistic regression is an algorithm widely used for binary classification in various real-world applications such as fraud detection, medical diagnosis, and recommendation systems.…
cs.CR2022
DP-PSI: Private and Secure Set Intersection
Jian Du, Tianxi Ji, Jamie Cui +3
One way to classify private set intersection (PSI) for secure 2-party computation is whether the intersection is (a) revealed to both parties or (b) hidden from both parties while…
cs.LG2022
Scalable and Sparsity-Aware Privacy-Preserving K-means Clustering with Application to Fraud Detection
Yingting Liu, Chaochao Chen, Jamie Cui +2
K-means is one of the most widely used clustering models in practice. Due to the problem of data isolation and the requirement for high model performance, how to jointly build prac…