Chong Chen

12 papers A* 1B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Privacy-Preserving Rényi Layer-Wise Budget Allocation Against Gradient Leakage for Federated Learning.
IEEE Trans. Mob. Comput.
Leyu Shi, Ying Gao, Chong Chen, Siquan Huang, Jiafeng Zhao, Xiping Hu
2025 J jnl
Differentially Private Federated Clustering Framework in Intelligent Connected Vehicles.
IEEE Netw.
Chong Chen, Siquan Huang, Leyu Shi, Ying Gao, Yiqin Lu
2025 J jnl
Distributed clustering meets federated learning: a clustering-based approach to data poisoning mitigation.
Cybersecur.
Chong Chen, Siquan Huang, Leyu Shi, Yanhong Li, Ying Gao
2025 J jnl
FedCleanse: Cleanse the backdoor attacks in federated learning system.
Knowl. Based Syst.
Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Wentian Cai, Ying Gao
2025 J jnl
FedID: Enhancing Federated Learning Security Through Dynamic Identification.
IEEE Trans. Pattern Anal. Mach. Intell.
Siquan Huang, Yijiang Li, Chong Chen, Ying Gao, Xiping Hu
2025 J jnl
FedMAR: A Privacy-Preserving and Robust Server-Side Multistage Federated Learning.
IEEE Internet Things J.
Leyu Shi, Ying Gao, Chong Chen, Siquan Huang, Jiafeng Zhao, Xiping Hu, Victor C. M. Leung
2025 J jnl
Scope: On Detecting Constrained Backdoor Attacks in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Siquan Huang, Yijiang Li, Xingfu Yan, Ying Gao, Chong Chen, Leyu Shi, Biao Chen, Wing W. Y. Ng
2024 B conf
GN: Guided Noise Eliminating Backdoors in Federated Learning.
SMC
Siquan Huang, Ying Gao, Chong Chen, Leyu Shi
2023 — conf
Avoid attacks: A Federated Data Sanitization Defense in IoMT Systems.
INFOCOM Workshops
Chong Chen, Ying Gao, Siquan Huang, Xingfu Yan
2023 A* conf
Multi-metrics adaptively identifies backdoors in Federated learning.
ICCV
Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao
2023 J jnl
Multi-metrics adaptively identifies backdoors in Federated learning.
CoRR
Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao
2022 J jnl
Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems.
CoRR
Chong Chen, Ying Gao, Leyu Shi, Siquan Huang