Siquan Huang

According to our database, Siquan Huang authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Differentially Private Federated Clustering Framework in Intelligent Connected Vehicles.

Chong Chen, Siquan Huang, Leyu Shi, Ying Gao, Yiqin Lu

IEEE Netw., March, 2025

Scope: On Detecting Constrained Backdoor Attacks in Federated Learning.

Siquan Huang, Yijiang Li, Xingfu Yan, Ying Gao, Chong Chen, Leyu Shi, Biao Chen, Wing W. Y. Ng

IEEE Trans. Inf. Forensics Secur., 2025

2024

GN: Guided Noise Eliminating Backdoors in Federated Learning.

Siquan Huang, Ying Gao, Chong Chen, Leyu Shi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

2023

Avoid attacks: A Federated Data Sanitization Defense in IoMT Systems.

Chong Chen, Ying Gao, Siquan Huang, Xingfu Yan

Proceedings of the IEEE INFOCOM 2023, 2023

Multi-metrics adaptively identifies backdoors in Federated learning.

Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems.

Chong Chen, Ying Gao, Leyu Shi, Siquan Huang

CoRR, 2022