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ORCIDZhuoran Ma
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2020 – today
- 2024
[j13]Jiahui Zhang
, Zhuzhu Wang, Zhuoran Ma, Jianfeng Ma:
Adaptive Robust Learning Against Backdoor Attacks in Smart Homes. IEEE Internet Things J. 11(13): 23906-23916 (2024)- [j12]Yang Wei, Zhuo Ma, Zhuoran Ma, Zhan Qin, Yang Liu, Bin Xiao, Xiuli Bi, Jianfeng Ma:
Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack. IEEE Trans. Dependable Secur. Comput. 21(4): 4206-4219 (2024) - [j11]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): 1566-1581 (2024) - 2023
- [j10]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): 3942-3945 (2023) - [j9]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): 5087-5101 (2023) - [c8]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: 8225-8232 - 2022
- [j8]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: 1639-1654 (2022) - [j7]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): 953-964 (2022) - [j6]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): 1606-1618 (2022) - [j5]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): 3429-3442 (2022) - [c7]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: 21-30 - 2021
- [c6]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: 9 - [i3]Zhuoran Ma, Majing Lou, Xuan Ouyang:
Top1 Solution of QQ Browser 2021 Ai Algorithm Competition Track 1 : Multimodal Video Similarity. CoRR abs/2111.01677 (2021) - 2020
- [j4]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: 545-558 (2020) - [c5]Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Xiang Li:
Flexible and Privacy-preserving Framework for Decentralized Collaborative Learning. GLOBECOM 2020: 1-6 - [c4]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: 2253-2262 - [i2]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 abs/2005.08997 (2020) - [i1]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 abs/2009.10918 (2020)
2010 – 2019
- 2019
- [j3]Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu:
Privacy-preserving and high-accurate outsourced disease predictor on random forest. Inf. Sci. 496: 225-241 (2019) - [c3]Ximeng Liu, Tengfei Yang, Zhuoran Ma, Jianfeng Ma, Yinbin Miao:
Privacy-Preserving Data Sharing Framework for High-Accurate Outsourced Computation. ICC 2019: 1-6 - 2018
- [j2]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): 1464 (2018) - 2017
- [j1]Yujun Xiao, Wenyuan Xu, Zhenhua Jia, Zhuoran Ma, Donglian Qi:
NIPAD: a non-invasive power-based anomaly detection scheme for programmable logic controllers. Frontiers Inf. Technol. Electron. Eng. 18(4): 519-534 (2017) - [c2]Xuan Ouyang, Zhuoran Ma:
Using LSTM Networks to Identify False Data of Smart Terminals in the Smart Grid. ICPADS 2017: 765-768 - [c1]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: 1-6
Coauthor Index
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