Zhuoran Ma

22 papers A* 3B 2Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Catch Me If You Can: Retain High Stealthiness and Durability of Backdoor Attack in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Yilong Yang, Xinjing Liu, Zefeng Wu, Zhuoran Ma, Yong Zeng, Xianjia Meng, Zhuo Ma
2025 J jnl
Enabling Efficient and Privacy-Preserving Sequence Similarity Query on Encrypted Genomes.
IEEE Trans. Dependable Secur. Comput.
Chen Gong, Xiangyu Wang, Dan Zhu, Cheng Huang, Zhuoran Ma, Jian Feng Ma
2025 J jnl
FedGhost: Data-Free Model Poisoning Enhancement in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Zhuoran Ma, Xinyi Huang, Zhuzhu Wang, Zhan Qin, Xiangyu Wang, Jianfeng Ma
2025 A* conf
Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning.
AAAI
Yang Wei, Jingyu Tan, Guowen Xu, Zhuoran Ma, Zhuo Ma, Bin Xiao
2024 J jnl
Adaptive Robust Learning Against Backdoor Attacks in Smart Homes.
IEEE Internet Things J.
Jiahui Zhang, Zhuzhu Wang, Zhuoran Ma, Jianfeng Ma
2024 J jnl
Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack.
IEEE Trans. Dependable Secur. Comput.
Yang Wei, Zhuo Ma, Zhuoran Ma, Zhan Qin, Yang Liu, Bin Xiao, Xiuli Bi, Jianfeng Ma
2024 J jnl
FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings.
IEEE Trans. Knowl. Data Eng.
Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng
2023 A* conf
Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection.
ACM Multimedia
Yang Wei, Bin Xiao, Xiuli Bi, Zhuoran Ma, Yang Liu, Zhuo Ma
2023 J jnl
Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms.
Proc. VLDB Endow.
Zhuo Ma, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, Tong Yang
2023 J jnl
VerifyTL: Secure and Verifiable Collaborative Transfer Learning.
IEEE Trans. Dependable Secur. Comput.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng
2022 J jnl
Lightweight Privacy-Preserving Medical Diagnosis in Edge Computing.
IEEE Trans. Serv. Comput.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang
2022 J jnl
Pocket Diagnosis: Secure Federated Learning Against Poisoning Attack in the Cloud.
IEEE Trans. Serv. Comput.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng
2022 J jnl
ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Yingjiu Li, Robert H. Deng
2022 J jnl
Verifiable Data Mining Against Malicious Adversaries in Industrial Internet of Things.
IEEE Trans. Ind. Informatics
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Yu Gao, Robert H. Deng
2021 B conf
Lightweight Privacy-preserving Medical Diagnosis in Edge Computing.
SERVICES
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang
2020 B conf
Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning.
GLOBECOM
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Xiang Li
2020 J jnl
PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting.
Future Gener. Comput. Syst.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Kim-Kwang Raymond Choo, Ximeng Liu, Xiangyu Wang, Tengfei Yang
2020 J jnl
Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud.
CoRR
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng
2020 A* conf
Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data.
INFOCOM
Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, Zhuoran Ma
2020 J jnl
VerifyTL: Secure and Verifiable Collaborative Transfer Learning.
CoRR
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng
2019 — conf
Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation.
ICC
Ximeng Liu, Tengfei Yang, Zhuoran Ma, Jianfeng Ma, Yinbin Miao
2019 J jnl
Privacy-preserving and high-accurate outsourced disease predictor on random forest.
Inf. Sci.
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu