| ShieldFL: Mitigating model poisoning attacks in privacy-preserving federated learning Z Ma, J Ma, Y Miao, Y Li, RH Deng IEEE Transactions on Information Forensics and Security 17, 1639-1654, 2022 | 99 | 2022 |
| Search me in the dark: Privacy-preserving boolean range query over encrypted spatial data X Wang, J Ma, X Liu, RH Deng, Y Miao, D Zhu, Z Ma IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2253-2262, 2020 | 65 | 2020 |
| Lightweight privacy-preserving medical diagnosis in edge computing Z Ma, J Ma, Y Miao, X Liu, KKR Choo, R Yang, X Wang IEEE Transactions on Services Computing 15 (3), 1606-1618, 2020 | 56 | 2020 |
| Privacy-preserving and high-accurate outsourced disease predictor on random forest Z Ma, J Ma, Y Miao, X Liu Information Sciences 496, 225-241, 2019 | 53 | 2019 |
| Pocket diagnosis: Secure federated learning against poisoning attack in the cloud Z Ma, J Ma, Y Miao, X Liu, KKR Choo, RH Deng IEEE Transactions on Services Computing 15 (6), 3429-3442, 2021 | 34 | 2021 |
| Verifiable data mining against malicious adversaries in industrial Internet of Things Z Ma, J Ma, Y Miao, X Liu, KKR Choo, Y Gao, RH Deng IEEE Transactions on Industrial Informatics 18 (2), 953-964, 2021 | 13 | 2021 |
| Pmkt: Privacy-preserving multi-party knowledge transfer for financial market forecasting Z Ma, J Ma, Y Miao, KKR Choo, X Liu, X Wang, T Yang Future Generation Computer Systems 106, 545-558, 2020 | 10 | 2020 |
| VerifyTL: Secure and verifiable collaborative transfer learning Z Ma, J Ma, Y Miao, X Liu, W Zheng, KKR Choo, RH Deng IEEE Transactions on Dependable and Secure Computing, 2023 | 2 | 2023 |
| Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation Z Ma, J Ma, Y Miao, X Liu, T Yang ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019 | 2 | 2019 |
| FLGAN: GAN-Based Unbiased FederatedLearning under Non-IID Settings Z Ma, Y Liu, Y Miao, G Xu, X Liu, J Ma, RH Deng IEEE Transactions on Knowledge and Data Engineering, 2023 | 1 | 2023 |
| Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack Y Wei, Z Ma, Z Ma, Z Qin, Y Liu, B Xiao, X Bi, J Ma IEEE Transactions on Dependable and Secure Computing, 2023 | | 2023 |
| Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection Y Wei, B Xiao, X Bi, Z Ma, Y Liu, Z Ma Proceedings of the 31st ACM International Conference on Multimedia, 8225-8232, 2023 | | 2023 |
| Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms Z Ma, Y Yang, B Xiao, Y Liu, X Liu, Z Ma, T Yang Proceedings of the VLDB Endowment 16 (12), 3942-3945, 2023 | | 2023 |
| Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning Z Ma, J Ma, Y Miao, X Liu, W Zheng, X Li GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | | 2020 |
| VerifyTL: Secure and Verifiable Collaborative Transfer Learning.(2023) Z MA, J MA, Y MIAO, X LIU, W ZHENG, KKR CHOO, RH DENG IEEE Transactions on Dependable and Secure Computing, 1-14, 0 | | |
Ximeng Liu (刘西蒙, Simon)Professor, Fuzhou UniversityVerified email at fzu.edu.cn
