Using LSTM Networks to Identify False Data of Smart Terminals in the Smart Grid. - Xuan Ouyang; Zhuoran Ma (ICPADS, 2017)

A robust backup routing protocol for neighbor area network in the smart grid. - Zhuoran Ma; Xinyan Zhou; Xuan Ouyang; Xiaoyu Ji 001; Wenyuan Xu 001 (WCSP, 2017)

NIPAD: a non-invasive power-based anomaly detection scheme for programmable logic controllers. - Yujun Xiao; Wenyuan Xu 001; Zhenhua Jia; Zhuoran Ma; Donglian Qi (Frontiers Inf. Technol. Electron. Eng., 2017)

Pido: Predictive Delay Optimization for Intertidal Wireless Sensor Networks. - Xinyan Zhou; Xiaoyu Ji 001; Bin Wang 062; Yushi Cheng; Zhuoran Ma; Francis Choi; Brian Helmuth; Wenyuan Xu 001 (Sensors, 2018)

Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation. - Ximeng Liu; Tengfei Yang; Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao (ICC, 2019)

Privacy-preserving and high-accurate outsourced disease predictor on random forest. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu (Inf. Sci., 2019)

Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu; Wei Zheng; Xiang Li (GLOBECOM, 2020)

Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data. - Xiangyu Wang 010; Jianfeng Ma 001; Ximeng Liu; Robert H. Deng; Yinbin Miao; Dan Zhu 001; Zhuoran Ma (INFOCOM, 2020)

PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Kim-Kwang Raymond Choo; Ximeng Liu; Xiangyu Wang 010; Tengfei Yang (Future Gener. Comput. Syst., 2020)

Top1 Solution of QQ Browser 2021 Ai Algorithm Competition Track 1 : Multimodal Video Similarity. - Zhuoran Ma; Majing Lou; Xuan Ouyang (CoRR, 2021)

The Hanging ROA: A Secure and Scalable Encoding Scheme for Route Origin Authorization. - Yanbiao Li; Hui Zou; Yuxuan Chen; Yinbo Xu; Zhuoran Ma; Di Ma; Ying Hu; Gaogang Xie (INFOCOM, 2022)

ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Yingjiu Li; Robert H. Deng (IEEE Trans. Inf. Forensics Secur., 2022)

Verifiable Data Mining Against Malicious Adversaries in Industrial Internet of Things. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu; Kim-Kwang Raymond Choo; Yu Gao; Robert H. Deng (IEEE Trans. Ind. Informatics, 2022)

Pocket Diagnosis: Secure Federated Learning Against Poisoning Attack in the Cloud. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Serv. Comput., 2022)

Lightweight Privacy-Preserving Medical Diagnosis in Edge Computing. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu; Kim-Kwang Raymond Choo; Ruikang Yang; Xiangyu Wang 010 (IEEE Trans. Serv. Comput., 2022)

Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection. - Yang Wei 002; Bin Xiao 002; Xiuli Bi; Zhuoran Ma; Yang Liu 118; Zhuo Ma 001 (ACM Multimedia, 2023)

Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms. - Zhuo Ma 001; Yilong Yang 004; Bin Xiao 002; Yang Liu 118; Xinjing Liu; Zhuoran Ma; Tong Yang 003 (Proc. VLDB Endow., 2023)

VerifyTL: Secure and Verifiable Collaborative Transfer Learning. - Zhuoran Ma; Jianfeng Ma 001; Yinbin Miao; Ximeng Liu; Wei Zheng; Kim-Kwang Raymond Choo; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2023)

The Hybrid ROA: A Flexible and Scalable Encoding Scheme for Route Origin Authorization. - Yanbiao Li; Hui Zou; Yuxuan Chen; Yinbo Xu; Zhuoran Ma; Di Ma; Ying Hu; Gaogang Xie (CoRR, 2024)

Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack. - Yang Wei 002; Zhuo Ma 001; Zhuoran Ma; Zhan Qin; Yang Liu 118; Bin Xiao 002; Xiuli Bi; Jianfeng Ma 001 (IEEE Trans. Dependable Secur. Comput., 2024)

FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. - Zhuoran Ma; Yang Liu 118; Yinbin Miao; Guowen Xu; Ximeng Liu; Jianfeng Ma 001; Robert H. Deng (IEEE Trans. Knowl. Data Eng., 2024)

Adaptive Robust Learning Against Backdoor Attacks in Smart Homes. - Jiahui Zhang; Zhuzhu Wang; Zhuoran Ma; Jianfeng Ma 001 (IEEE Internet Things J., 2024)

Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning. - Yang Wei 002; Jingyu Tan; Guowen Xu; Zhuoran Ma; Zhuo Ma 001; Bin Xiao 002 (AAAI, 2025)

FedGhost: Data-Free Model Poisoning Enhancement in Federated Learning. - Zhuoran Ma; Xinyi Huang 001; Zhuzhu Wang; Zhan Qin; Xiangyu Wang 010; Jianfeng Ma 001 (IEEE Trans. Inf. Forensics Secur., 2025)