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Guanzhong Chen
Guanzhong Chen
在 stu.hit.edu.cn 的电子邮件经过验证 - 首页
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A survey of trustworthy federated learning: Issues, solutions, and challenges
Y Zhang, D Zeng, J Luo, X Fu, G Chen, Z Xu, I King
ACM Transactions on Intelligent Systems and Technology 15 (6), 1-47, 2024
132024
Centaur: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference
J Luo, G Chen, Y Zhang, S Liu, H Wang, Y Yu, X Zhou, Y Qi, Z Xu
arXiv preprint arXiv:2412.10652, 2024
2024
Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack
G Chen, Z Qin, M Yang, Y Zhou, T Fan, T Du, Z Xu
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …, 2024
2024
FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data
Y Zhang, G Chen, Z Xu, J Wang, D Zeng, J Li, J Wang, Y Qi, I King
arXiv preprint arXiv:2411.07050, 2024
2024
From Continuous Pre-Training to Alignment: A Comprehensive Toolkit for Large Language Models in Federated Learning
Z Zhang, Y Zhang, G Chen, L Qu, X Zhou, H Wang, Z Xu
Available at SSRN 5087720, 0
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