Jiaqi Zhao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Logistic Regression

Vertically Partitioned Data

Privacy Preserving Data Mining

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Serv. Comput.

IEEE Internet Things J.

Publications

Wei Xu, Hui Zhu, Yandong Zheng, Fengwei Wang, Jiaqi Zhao, Zhe Liu, Hui Li
ELXGB: An Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning. IEEE Trans. Serv. Comput. 17 (3) (2024)
Jiaqi Zhao, Hui Zhu, Wei Xu, Fengwei Wang, Rongxing Lu, Hui Li
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Hui Li
Efficient and Privacy-Preserving Logistic Regression Prediction over Vertically Partitioned Data. GLOBECOM (2023)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Hui Li
Efficient and privacy-preserving tree-based inference via additive homomorphic encryption. Inf. Sci. 650 (2023)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Ermei Wang, Linfeng Li, Hui Li
VFLR: An Efficient and Privacy-Preserving Vertical Federated Framework for Logistic Regression. IEEE Trans. Cloud Comput. 11 (4) (2023)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Hui Li, Zhongmin Zhou, Haitao Wan
ACCEL: an efficient and privacy-preserving federated logistic regression scheme over vertically partitioned data. Sci. China Inf. Sci. 65 (7) (2022)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Hui Li, Jingwei Tu, Jie Shen
CORK: A privacy-preserving and lossless federated learning scheme for deep neural network. Inf. Sci. 603 (2022)
Qi Xu, Hui Zhu, Yandong Zheng, Jiaqi Zhao, Rongxing Lu, Hui Li
An Efficient and Privacy-Preserving Route Matching Scheme for Carpooling Services. IEEE Internet Things J. 9 (20) (2022)
Jiaqi Zhao, Hui Zhu, Fengwei Wang, Rongxing Lu, Zhe Liu, Hui Li
PVD-FL: A Privacy-Preserving and Verifiable Decentralized Federated Learning Framework. IEEE Trans. Inf. Forensics Secur. 17 (2022)