| 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 | 79 | 2022 |
| A privacy-preserving and non-interactive federated learning scheme for regression training with gradient descent F Wang, H Zhu, R Lu, Y Zheng, H Li Information Sciences 552, 183-200, 2021 | 71 | 2021 |
| CINEMA: Efficient and privacy-preserving online medical primary diagnosis with skyline query J Hua, H Zhu, F Wang, X Liu, R Lu, H Li, Y Zhang IEEE Internet of Things Journal 6 (2), 1450-1461, 2018 | 71 | 2018 |
| 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 (1), 2886795, 2022 | 54 | 2022 |
| CREDO: Efficient and privacy-preserving multi-level medical pre-diagnosis based on ML-kNN D Zhu, H Zhu, X Liu, H Li, F Wang, H Li, D Feng Information Sciences 514, 244-262, 2020 | 47 | 2020 |
| Efficient and privacy-preserving dynamic spatial query scheme for ride-hailing services F Wang, H Zhu, X Liu, R Lu, F Li, H Li, S Zhang IEEE Transactions on Vehicular Technology 67 (11), 11084-11097, 2018 | 45 | 2018 |
| Efficient and privacy-preserving proximity detection schemes for social applications H Zhu, F Wang, R Lu, F Liu, G Fu, H Li IEEE Internet of Things Journal 5 (4), 2947-2957, 2017 | 38 | 2017 |
| CAMPS: Efficient and privacy-preserving medical primary diagnosis over outsourced cloud J Hua, G Shi, H Zhu, F Wang, X Liu, H Li Information Sciences 527, 560-575, 2020 | 34 | 2020 |
| FedSky: An efficient and privacy-preserving scheme for federated mobile crowdsensing X Zhang, R Lu, J Shao, F Wang, H Zhu, AA Ghorbani IEEE Internet of Things Journal 9 (7), 5344-5356, 2021 | 33 | 2021 |
| 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 | 31 | 2022 |
| PMRQ: Achieving efficient and privacy-preserving multidimensional range query in eHealthcare Y Zheng, R Lu, S Zhang, Y Guan, J Shao, F Wang, H Zhu IEEE Internet of Things Journal 9 (18), 17468-17479, 2022 | 26 | 2022 |
| Achieve efficient and privacy-preserving disease risk assessment over multi-outsourced vertical datasets F Wang, H Zhu, R Lu, Y Zheng, H Li IEEE Transactions on Dependable and Secure Computing 19 (3), 1492-1504, 2020 | 26 | 2020 |
| Privacy-preserving collaborative model learning scheme for E-healthcare F Wang, H Zhu, X Liu, R Lu, J Hua, H Li, H Li IEEE Access 7, 166054-166065, 2019 | 26 | 2019 |
| DLP: Achieve customizable location privacy with deceptive dummy techniques in LBS applications J Tang, H Zhu, R Lu, X Lin, H Li, F Wang IEEE Internet of Things Journal 9 (9), 6969-6984, 2021 | 25 | 2021 |
| SetRkNN: Efficient and privacy-preserving set reverse kNN query in cloud Y Zheng, R Lu, H Zhu, S Zhang, Y Guan, J Shao, F Wang, H Li IEEE Transactions on Information Forensics and Security 18, 888-903, 2022 | 19 | 2022 |
| Achieve efficient and privacy-preserving medical primary diagnosis based on kNN D Zhu, H Zhu, X Liu, H Li, F Wang, H Li 2018 27th International Conference on Computer Communication and Networks …, 2018 | 15 | 2018 |
| 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 | 13 | 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 | 12 | 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 11 (4), 3326-3340, 2023 | 11 | 2023 |
| Efficient and privacy-preserving arbitrary polygon range query scheme over dynamic and time-series location data F Wang, H Zhu, G He, R Lu, Y Zheng, H Li IEEE Transactions on Information Forensics and Security 18, 3414-3429, 2023 | 10 | 2023 |