1、Ma, Zhuoran, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, and Robert H. Deng. "Flgan: Gan-based unbiased federated learning under non-IID settings." IEEE Transactions on Knowledge and Data Engineering (2023). [CCF推荐A类期刊，SCI一区] 

2、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Yingjiu Li, and Robert H. Deng. "ShieldFL: Mitigating model poisoning attacks in privacy-preserving federated learning." IEEE Transactions on Information Forensics and Security 17 (2022): 1639-1654. [CCF推荐A类期刊，ESI高被引] 

3、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, and Robert H. Deng. "VerifyTL: Secure and verifiable collaborative transfer learning." IEEE Transactions on Dependable and Secure Computing 20, no. 6 (2023): 5087-5101. [CCF推荐A类期刊，SCI一区] 

4、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, and Xiangyu Wang. "Lightweight privacy-preserving medical diagnosis in edge computing." IEEE Transactions on Services Computing 15, no. 3 (2020): 1606-1618. [CCF推荐A类期刊，ESI高被引] 

5、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, and Robert H. Deng. "Pocket diagnosis: Secure federated learning against poisoning attack in the cloud." IEEE Transactions on Services Computing 15, no. 6 (2021): 3429-3442. [CCF推荐A类期刊] 

6、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, and Ximeng Liu. "Privacy-preserving and high-accurate outsourced disease predictor on random forest." Information Sciences 496 (2019): 225-241. [SCI一区期刊] 

7、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Yu Gao, and Robert H. Deng. "Verifiable data mining against malicious adversaries in industrial Internet of Things." IEEE Transactions on Industrial Informatics 18, no. 2 (2021): 953-964. [中科院1区期刊] 

8、Wei, Yang, Zhuo Ma, Zhuoran Ma, Zhan Qin, Yang Liu, Bin Xiao, Xiuli Bi, and Jianfeng Ma. "Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack." IEEE Transactions on Dependable and Secure Computing (2023). [CCF推荐A类期刊，SCI一区] 

9、Zhang, Jiahui, Zhuzhu Wang, Zhuoran Ma, and Jianfeng Ma. "Adaptive Robust Learning Against Backdoor Attacks in Smart Homes." IEEE Internet of Things Journal (2024).[ SCI一区] 

10、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Kim-Kwang Raymond Choo, Ximeng Liu, Xiangyu Wang, and Tengfei Yang. "Pmkt: Privacy-preserving multi-party knowledge transfer for financial market forecasting." Future Generation Computer Systems 106 (2020): 545-558. [中科院2区期刊] 

11、Wei, Yang, Bin Xiao, Xiuli Bi, Zhuoran Ma, Yang Liu, and Zhuo Ma. "Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection." In Proceedings of the 31st ACM International Conference on Multimedia, pp. 8225-8232. 2023. [CCF A类推荐会议,分析与计算领域顶会] 

12、Ma, Zhuo, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, and Tong Yang. "Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms." Proceedings of the VLDB Endowment 16, no. 12 (2023): 3942-3945. [CCF A类推荐会议，数据库领域顶级会议] 

13、Wang, Xiangyu, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, and Zhuoran Ma. "Search me in the dark: Privacy-preserving boolean range query over encrypted spatial data." In IEEE INFOCOm 2020-IEEE conference on computer communications, pp. 2253-2262. IEEE, 2020. [CCF A类推荐会议，网络通信领域顶级会议] 

14、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, and Xiang Li. "Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning." In GLOBECOM 2020-2020 IEEE Global Communications Conference, pp. 1-6. IEEE, 2020. [CCF推荐C类会议，通信领域旗舰会议] 

15、Ma, Zhuoran, Jianfeng Ma, Yinbin Miao, Ximeng Liu, and Tengfei Yang. "Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation." In ICC 2019-2019 IEEE International Conference on Communications (ICC), pp. 1-6. IEEE, 2019. [CCF C类推荐会议，通信领域旗舰会议]