Jiaqi Zhao

PVD-FL: A Privacy-Preserving and Verifiable Decentralized Federated Learning Framework

Jiaqi Zhao, Hui Zhu, Fengwei Wang et al. · IEEE Transactions on Information Forensics and Security · 2022 · 96 citations

Engineering, Machine Learning, Privacy-preserving Techniques +16

Security and Privacy Threats to Federated Learning: Issues, Methods, and Challenges

Junpeng Zhang, Hui Zhu, Fengwei Wang et al. · Security and Communication Networks · 2022 · 75 citations · Full text

Privacy Protection, Engineering, Machine Learning +21

CORK: A privacy-preserving and lossless federated learning scheme for deep neural network

Jiaqi Zhao, Hui Zhu, Fengwei Wang et al. · Information Sciences · 2022 · 37 citations

Privacy Protection, Engineering, Machine Learning +12

ELXGB: An Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning

Wei Xu, Hui Zhu, Yandong Zheng et al. · IEEE Transactions on Services Computing · 2024 · 25 citations

VFLR: An Efficient and Privacy-Preserving Vertical Federated Framework for Logistic Regression

Jiaqi Zhao, Hui Zhu, Fengwei Wang et al. · IEEE Transactions on Cloud Computing · 2023 · 21 citations

Privacy Protection, Engineering, Machine Learning +21