Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems. - Chong Chen 011; Ying Gao 004; Leyu Shi; Siquan Huang (CoRR, 2022)

Multi-metrics adaptively identifies backdoors in Federated learning. - Siquan Huang; Yijiang Li; Chong Chen 011; Leyu Shi; Ying Gao 004 (ICCV, 2023)

Avoid attacks: A Federated Data Sanitization Defense in IoMT Systems. - Chong Chen 011; Ying Gao 004; Siquan Huang; Xingfu Yan (INFOCOM Workshops, 2023)

GN: Guided Noise Eliminating Backdoors in Federated Learning. - Siquan Huang; Ying Gao 004; Chong Chen 011; Leyu Shi (SMC, 2024)

FedMAR: A Privacy-Preserving and Robust Server-Side Multistage Federated Learning. - Leyu Shi; Ying Gao 004; Chong Chen 011; Siquan Huang; Jiafeng Zhao; Xiping Hu; Victor C. M. Leung (IEEE Internet Things J., 2025)

FedCleanse: Cleanse the backdoor attacks in federated learning system. - Siquan Huang; Yijiang Li; Chong Chen 011; Leyu Shi; Wentian Cai; Ying Gao 004 (Knowl. Based Syst., 2025)

Scope: On Detecting Constrained Backdoor Attacks in Federated Learning. - Siquan Huang; Yijiang Li; Xingfu Yan; Ying Gao 004; Chong Chen 011; Leyu Shi; Biao Chen; Wing W. Y. Ng (IEEE Trans. Inf. Forensics Secur., 2025)

Differentially Private Federated Clustering Framework in Intelligent Connected Vehicles. - Chong Chen 011; Siquan Huang; Leyu Shi; Ying Gao 004; Yiqin Lu (IEEE Netw., 2025)

FedID: Enhancing Federated Learning Security Through Dynamic Identification. - Siquan Huang; Yijiang Li; Chong Chen 011; Ying Gao 004; Xiping Hu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Distributed clustering meets federated learning: a clustering-based approach to data poisoning mitigation. - Chong Chen 011; Siquan Huang; Leyu Shi; Yanhong Li; Ying Gao 004 (Cybersecur., 2025)

Privacy-Preserving Rényi Layer-Wise Budget Allocation Against Gradient Leakage for Federated Learning. - Leyu Shi; Ying Gao 004; Chong Chen 011; Siquan Huang; Jiafeng Zhao; Xiping Hu (IEEE Trans. Mob. Comput., 2026)

A website fingerprinting attack with unsupervised out-of-distribution detection. - Ying Gao 004; Jiafeng Zhao; Chong Chen 011; Siquan Huang; Leyu Shi; Chenglong Jiang; Biao Chen (Cybersecur., 2026)