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Author

Junpeng Zhang

ORCID: 0000-0003-0386-0025
Observed ORCID: 0000-0003-0386-0025
OpenAlex ID: A5057161639
Security and Privacy Threats to Federated Learning: Issues, Methods, and Challenges
2022 · Junpeng Zhang, Hui Zhu, et al. · Security and Communication Networks · 105
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A survey on security and privacy threats to federated learning
2021 · Junpeng Zhang, Mengqian Li, et al. · International Conference on Networking and Network Applications (NaNA) · 34
The Trade-off Between Privacy and Utility in Local Differential Privacy
2021 · Mengqian Li, Youliang Tian, et al. · International Conference on Networking and Network Applications (NaNA) · 11
Model of risk assessment of information security based on fuzzy neural network
2009 · Junpeng Zhang · Computer Engineering and Applications Journal · 7
IMFL: An Incentive Mechanism for Federated Learning With Personalized Protection
2024 · Mengqian Li, Youliang Tian, et al. · IEEE Internet of Things Journal · 5
Heterogeneous Vehicular Selection for Adaptive Federated Learning: A Cost-Optimized Approach
2025 · Shuang Zhang, Songwen Gu, et al. · IEEE Internet of Things Journal · 3
Copha: collaborative physical layer authentication for flying Ad-hoc network based on carrier frequency offset
2025 · Yi Yin, Dongmei Zhao, et al. · Wireless Networks · 1
Enhancing Federated Learning in Edge Computing With Secure Aggregation and Dynamic Verification
2025 · Mengqian Li, Youliang Tian, et al. · IEEE Transactions on Mobile Computing · 1
Balancing accuracy and privacy in heterogeneous federated learning via self-sufficient data augmentation
2026 · Jiaqi Zhao, Guozhen Zhang, et al. · Information Sciences
Plog: An Efficient and Privacy-Preserving Collaborative Learning Framework on Vertically Partitioned Graph Data
2026 · Jiaqi Zhao, Hui Zhu, et al. · IEEE Transactions on Knowledge and Data Engineering
Achieving Privacy-Preserving and High-Accuracy Collection of Key-Value Data With Local Differential Privacy
2026 · Junpeng Zhang, Hui Zhu, et al. · IEEE Transactions on Information Forensics and Security
PACT: Enhancing Privacy and Efficiency in Tree Evaluation via Secure Parallel Comparison and Oblivious Tree Aggregation
2026 · Jiaqi Zhao, Hui Zhu, et al. · IEEE Transactions on Information Forensics and Security
Secure and Efficient Model Aggregation for Resilient Federated Learning
2026 · Mengqian Li, Youliang Tian, et al. · IEEE Transactions on Information Forensics and Security
COKV: Key-Value Data Collection With Condensed Local Differential Privacy
2025 · Junpeng Zhang, Hui Zhu, et al. · IEEE Transactions on Information Forensics and Security
An audio-video processing system design and implement based on CCSDS AOS protocol for manned spacecraft
2023 · Yun Lan, Liang Jia, et al. · International Conference on Computer Science and Communication Technology (ICCSCT)
Works count: 15
Citation count: 167
H-index: 5
I10-index: 3
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