Zhuoran Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Privacy Preserving

Encoding Scheme

Knowledge Transfer

Top Venues

IEEE Trans. Serv. Comput.

Proc. VLDB Endow.

Publications

Jiahui Zhang, Zhuzhu Wang, Zhuoran Ma, Jianfeng Ma
Adaptive Robust Learning Against Backdoor Attacks in Smart Homes. IEEE Internet Things J. 11 (13) (2024)
Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng
FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng
VerifyTL: Secure and Verifiable Collaborative Transfer Learning. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Yang Wei, Bin Xiao, Xiuli Bi, Zhuoran Ma, Yang Liu, Zhuo Ma
Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection. ACM Multimedia (2023)
Zhuo Ma, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, Tong Yang
Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms. Proc. VLDB Endow. 16 (12) (2023)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang
Lightweight Privacy-Preserving Medical Diagnosis in Edge Computing. IEEE Trans. Serv. Comput. 15 (3) (2022)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Yingjiu Li, Robert H. Deng
ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yanbiao Li, Hui Zou, Yuxuan Chen, Yinbo Xu, Zhuoran Ma, Di Ma, Ying Hu, Gaogang Xie
The Hanging ROA: A Secure and Scalable Encoding Scheme for Route Origin Authorization. INFOCOM (2022)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng
Pocket Diagnosis: Secure Federated Learning Against Poisoning Attack in the Cloud. IEEE Trans. Serv. Comput. 15 (6) (2022)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Yu Gao, Robert H. Deng
Verifiable Data Mining Against Malicious Adversaries in Industrial Internet of Things. IEEE Trans. Ind. Informatics 18 (2) (2022)
Zhuoran Ma, Majing Lou, Xuan Ouyang
Top1 Solution of QQ Browser 2021 Ai Algorithm Competition Track 1 : Multimodal Video Similarity. CoRR (2021)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang
Lightweight Privacy-preserving Medical Diagnosis in Edge Computing. SERVICES (2021)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng
VerifyTL: Secure and Verifiable Collaborative Transfer Learning. CoRR (2020)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng
Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud. CoRR (2020)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Xiang Li
Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning. GLOBECOM (2020)
Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, Zhuoran Ma
Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data. INFOCOM (2020)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Kim-Kwang Raymond Choo, Ximeng Liu, Xiangyu Wang, Tengfei Yang
PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting. Future Gener. Comput. Syst. 106 (2020)
Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu
Privacy-preserving and high-accurate outsourced disease predictor on random forest. Inf. Sci. 496 (2019)
Ximeng Liu, Tengfei Yang, Zhuoran Ma, Jianfeng Ma, Yinbin Miao
Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation. ICC (2019)
Xinyan Zhou, Xiaoyu Ji, Bin Wang, Yushi Cheng, Zhuoran Ma, Francis Choi, Brian Helmuth, Wenyuan Xu
Pido: Predictive Delay Optimization for Intertidal Wireless Sensor Networks. Sensors 18 (5) (2018)
Yujun Xiao, Wenyuan Xu, Zhenhua Jia, Zhuoran Ma, Dong-lian Qi
NIPAD: a non-invasive power-based anomaly detection scheme for programmable logic controllers. Frontiers Inf. Technol. Electron. Eng. 18 (4) (2017)
Zhuoran Ma, Xinyan Zhou, Xuan Ouyang, Xiaoyu Ji, Wenyuan Xu
A robust backup routing protocol for neighbor area network in the smart grid. WCSP (2017)
Xuan Ouyang, Zhuoran Ma
Using LSTM Networks to Identify False Data of Smart Terminals in the Smart Grid. ICPADS (2017)