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Jiale Zhang
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Data security and privacy-preserving in edge computing paradigm: Survey and open issues
J Zhang, B Chen, Y Zhao, X Cheng, F Hu
IEEE access 6, 18209-18237, 2018
4382018
Poisoning attack in federated learning using generative adversarial nets
J Zhang, J Chen, D Wu, B Chen, S Yu
2019 18th IEEE international conference on trust, security and privacy in …, 2019
1782019
PoisonGAN: Generative poisoning attacks against federated learning in edge computing systems
J Zhang, B Chen, X Cheng, HTT Binh, S Yu
IEEE Internet of Things Journal 8 (5), 3310-3322, 2020
1572020
Gan enhanced membership inference: A passive local attack in federated learning
J Zhang, J Zhang, J Chen, S Yu
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
922020
PEFL: A privacy-enhanced federated learning scheme for big data analytics
J Zhang, B Chen, S Yu, H Deng
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
712019
PDGAN: A novel poisoning defense method in federated learning using generative adversarial network
Y Zhao, J Chen, J Zhang, D Wu, J Teng, S Yu
Algorithms and Architectures for Parallel Processing: 19th International …, 2020
702020
Survey on data security and privacy-preserving for the research of edge computing
J Zhang, Y Zhao, B Chen, F Hu, K Zhu
Journal on Communications 39 (3), 1-21, 2018
642018
LVPDA: A lightweight and verifiable privacy-preserving data aggregation scheme for edge-enabled IoT
J Zhang, Y Zhao, J Wu, B Chen
IEEE Internet of Things Journal 7 (5), 4016-4027, 2020
612020
Beyond model-level membership privacy leakage: an adversarial approach in federated learning
J Chen, J Zhang, Y Zhao, H Han, K Zhu, B Chen
2020 29th International Conference on Computer Communications and Networks …, 2020
472020
FedMEC: improving efficiency of differentially private federated learning via mobile edge computing
J Zhang, Y Zhao, J Wang, B Chen
Mobile Networks and Applications 25, 2421-2433, 2020
462020
边缘计算数据安全与隐私保护研究综述
张佳乐, 赵彦超, 陈兵, 胡峰, 朱琨
Journal on Communication/Tongxin Xuebao 39 (3), 2018
362018
Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks
Y Zhao, J Chen, J Zhang, D Wu, M Blumenstein, S Yu
Concurrency and Computation: Practice and Experience 34 (7), e5906, 2022
352022
An efficient federated learning scheme with differential privacy in mobile edge computing
J Zhang, J Wang, Y Zhao, B Chen
Machine Learning and Intelligent Communications: 4th International …, 2019
342019
LPDA-EC: A lightweight privacy-preserving data aggregation scheme for edge computing
J Zhang, Y Zhao, J Wu, B Chen
2018 IEEE 15th international conference on mobile ad hoc and sensor systems …, 2018
332018
Dynamic sample selection for federated learning with heterogeneous data in fog computing
L Cai, D Lin, J Zhang, S Yu
ICC 2020-2020 IEEE International conference on communications (ICC), 1-6, 2020
312020
Time efficient federated learning with semi-asynchronous communication
J Hao, Y Zhao, J Zhang
2020 IEEE 26th International Conference on Parallel and Distributed Systems …, 2020
242020
OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems
J Zhang, Z Cheng, X Cheng, B Chen
Connection Science 33 (4), 1060-1076, 2021
232021
RobustFL: Robust federated learning against poisoning attacks in industrial IoT systems
J Zhang, C Ge, F Hu, B Chen
IEEE Transactions on Industrial Informatics 18 (9), 6388-6397, 2021
222021
Cyber situation comprehension for IoT systems based on APT alerts and logs correlation
X Cheng, J Zhang, B Chen
Sensors 19 (18), 4045, 2019
172019
Combine sliced joint graph with graph neural networks for smart contract vulnerability detection
J Cai, B Li, J Zhang, X Sun, B Chen
Journal of Systems and Software 195, 111550, 2023
162023
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