Zhuoran Ma

According to our database, Zhuoran Ma authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Catch Me If You Can: Retain High Stealthiness and Durability of Backdoor Attack in Federated Learning.

Yilong Yang, Xinjing Liu, Zefeng Wu, Zhuoran Ma, Yong Zeng, Xianjia Meng, Zhuo Ma

IEEE Trans. Inf. Forensics Secur., 2026

2025

FedGhost: Data-Free Model Poisoning Enhancement in Federated Learning.

Zhuoran Ma, Xinyi Huang, Zhuzhu Wang, Zhan Qin, Xiangyu Wang, Jianfeng Ma

IEEE Trans. Inf. Forensics Secur., 2025

Enabling Efficient and Privacy-Preserving Sequence Similarity Query on Encrypted Genomes.

Chen Gong, Xiangyu Wang, Dan Zhu, Cheng Huang, Zhuoran Ma, Jian Feng Ma

IEEE Trans. Dependable Secur. Comput., 2025

Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning.

Yang Wei, Jingyu Tan, Guowen Xu, Zhuoran Ma, Zhuo Ma, Bin Xiao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Adaptive Robust Learning Against Backdoor Attacks in Smart Homes.

Jiahui Zhang, Zhuzhu Wang, Zhuoran Ma, Jianfeng Ma

IEEE Internet Things J., July, 2024

FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings.

Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng

IEEE Trans. Knowl. Data Eng., April, 2024

Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack.

Yang Wei, Zhuo Ma, Zhuoran Ma, Zhan Qin, Yang Liu, Bin Xiao, Xiuli Bi, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2024

2023

VerifyTL: Secure and Verifiable Collaborative Transfer Learning.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2023

Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms.

Zhuo Ma, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, Tong Yang

Proc. VLDB Endow., 2023

Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection.

Yang Wei, Bin Xiao, Xiuli Bi, Zhuoran Ma, Yang Liu, Zhuo Ma

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Pocket Diagnosis: Secure Federated Learning Against Poisoning Attack in the Cloud.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Serv. Comput., 2022

Verifiable Data Mining Against Malicious Adversaries in Industrial Internet of Things.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Yu Gao, Robert H. Deng

IEEE Trans. Ind. Informatics, 2022

ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Yingjiu Li, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2022

2021

Lightweight Privacy-preserving Medical Diagnosis in Edge Computing.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang

Proceedings of the IEEE World Congress on Services, 2021

2020

PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Kim-Kwang Raymond Choo, Ximeng Liu, Xiangyu Wang, Tengfei Yang

Future Gener. Comput. Syst., 2020

Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data.

Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, Zhuoran Ma

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Xiang Li

Proceedings of the IEEE Global Communications Conference, 2020

2019

Privacy-preserving and high-accurate outsourced disease predictor on random forest.

Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu

Inf. Sci., 2019

Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation.

Ximeng Liu, Tengfei Yang, Zhuoran Ma, Jianfeng Ma, Yinbin Miao

Proceedings of the 2019 IEEE International Conference on Communications, 2019