Guopeng Lin

According to our database, Guopeng Lin authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Bifrost: A Much Simpler Secure Two-Party Data Join Protocol for Secure Data Analytics.

Shuyu Chen, Mingxun Zhou, Haoyu Niu, Guopeng Lin, Weili Han

Proc. VLDB Endow., February, 2026

2025

IDCloak: A Practical Secure Multi-party Dataset Join Framework for Vertical Privacy-preserving Machine Learning.

Shuyu Chen, Guopeng Lin, Haoyu Niu, Lushan Song, Chengxun Hong, Weili Han

CoRR, June, 2025

HawkEye: Statically and Accurately Profiling the Communication Cost of Models in Multi-party Learning.

Wenqiang Ruan, Xin Lin, Ruisheng Zhou, Guopeng Lin, Shui Yu, Weili Han

Proceedings of the 34th USENIX Security Symposium, 2025

Is MPC Secure? Leveraging Neural Network Classifiers to Detect Data Leakage Vulnerabilities in MPC Implementations.

Guopeng Lin, Xiaoning Du, Lushan Song, Weili Han, Jin Tan, Junming Ma, Wenjing Fang, Lei Wang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization.

Guopeng Lin, Ruisheng Zhou, Shuyu Chen, Weili Han, Jin Tan, Wenjing Fang, Lei Wang, Tao Wei

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Ruyi: A Configurable and Efficient Secure Multi-Party Learning Framework With Privileged Parties.

Lushan Song, Zhexuan Wang, Guopeng Lin, Weili Han

IEEE Trans. Inf. Forensics Secur., 2024

Ents: An Efficient Three-party Training Framework for Decision Trees by Communication Optimization.

Guopeng Lin, Weili Han, Wenqiang Ruan, Ruisheng Zhou, Lushan Song, Bingshuai Li, Yunfeng Shao

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2022

pMPL: A Robust Multi-Party Learning Framework with a Privileged Party.

Lushan Song, Jiaxuan Wang, Zhexuan Wang, Xinyu Tu, Guopeng Lin, Wenqiang Ruan, Haoqi Wu, Weili Han

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022