PVD-FL: A privacy-preserving and verifiable decentralized federated learning framework J Zhao, H Zhu, F Wang, R Lu, Z Liu, H Li IEEE Transactions on Information Forensics and Security 17, 2059-2073, 2022 | 47 | 2022 |
Security and privacy threats to federated learning: Issues, methods, and challenges J Zhang, H Zhu, F Wang, J Zhao, Q Xu, H Li Security and Communication Networks 2022, 2022 | 26 | 2022 |
CORK: A privacy-preserving and lossless federated learning scheme for deep neural network J Zhao, H Zhu, F Wang, R Lu, H Li, J Tu, J Shen Information Sciences 603, 190-209, 2022 | 21 | 2022 |
SGBoost: An efficient and privacy-preserving vertical federated tree boosting framework J Zhao, H Zhu, W Xu, F Wang, R Lu, H Li IEEE Transactions on Information Forensics and Security 18, 1022-1036, 2022 | 7 | 2022 |
ACCEL: An efficient and privacy-preserving federated logistic regression scheme over vertically partitioned data J Zhao, H Zhu, F Wang, R Lu, H Li, Z Zhou, H Wan Science China. Information Sciences 65 (7), 170307, 2022 | 7 | 2022 |
An efficient and privacy-preserving route matching scheme for carpooling services Q Xu, H Zhu, Y Zheng, J Zhao, R Lu, H Li IEEE Internet of Things Journal 9 (20), 19890-19902, 2022 | 6 | 2022 |
VFLR: An efficient and privacy-preserving vertical federated framework for logistic regression J Zhao, H Zhu, F Wang, R Lu, E Wang, L Li, H Li IEEE Transactions on Cloud Computing, 2023 | 5 | 2023 |
Efficient and privacy-preserving tree-based inference via additive homomorphic encryption J Zhao, H Zhu, F Wang, R Lu, H Li Information Sciences 650, 119480, 2023 | 4 | 2023 |
ELXGB: An Efficient and Privacy-Preserving XGBoost for Vertical Federated Learning W Xu, H Zhu, Y Zheng, F Wang, J Zhao, Z Liu, H Li IEEE Transactions on Services Computing, 2024 | | 2024 |
Efficient and Privacy-Preserving Federated Learning against Poisoning Adversaries J Zhao, H Zhu, F Wang, Y Zheng, R Lu, H Li IEEE Transactions on Services Computing, 2024 | | 2024 |
Efficient and Privacy-Preserving Logistic Regression Prediction over Vertically Partitioned Data J Zhao, H Zhu, F Wang, R Lu, H Li GLOBECOM 2023-2023 IEEE Global Communications Conference, 4253-4258, 2023 | | 2023 |