Guanbiao Lin

According to our database, Guanbiao Lin authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation.

Ying Chen, Jiajing Chen, Yijie Weng, ChiaHua Chang, Dezhi Yu, Guanbiao Lin

CoRR, January, 2025

2023

Defending Against Membership Inference Attacks With High Utility by GAN.

Li Hu, Jin Li, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yingying Zhang, Changyu Dong

IEEE Trans. Dependable Secur. Comput., 2023

2022

KD-GAN: An effective membership inference attacks defence framework.

Zhenxin Zhang, Guanbiao Lin, Lishan Ke, Shiyu Peng, Li Hu, Hongyang Yan

Int. J. Intell. Syst., 2022

Understanding adaptive gradient clipping in DP-SGD, empirically.

Guanbiao Lin, Hongyang Yan, Guang Kou, Teng Huang, Shiyu Peng, Yingying Zhang, Changyu Dong

Int. J. Intell. Syst., 2022

Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks.

Yingying Zhang, Hongyang Yan, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yufeng Wang

Proceedings of the Security and Privacy in Social Networks and Big Data, 2022

Dynamic Momentum for Deep Learning with Differential Privacy.

Guanbiao Lin, Hu Li, Yingying Zhang, Shiyu Peng, Yufeng Wang, Zhenxin Zhang, Jin Li

Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022