Ye Dong
Scholar

Ye Dong

Google Scholar ID: ZO7id5IAAAAJ
Research Fellow, National University of Singapore (NUS)
Secure Multi-Party ComputationPrivacy-Preserving Machine LearningFederated Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
666
 
H-index
13
 
i10-index
13
 
Publications
20
 
Co-authors
19
list available
Contact
Emaildong_ye_@outlook.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
7 items
PRIVMARK: Private Large Language Models Watermarking with MPC
2025
Cited
0
SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes
2025
Cited
0
ChatIoT: Large Language Model-based Security Assistant for Internet of Things with Retrieval-Augmented Generation
2025
Cited
0
Generative AI for Internet of Things Security: Challenges and Opportunities
2025
Cited
0
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private Large Language Model Inference
2025
Cited
0
ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs
2025
Cited
0
GTree: GPU-Friendly Privacy-preserving Decision Tree Training and Inference
arXiv.org · 2023
Cited
0
Resume (English only)
Co-authors
19 total
XiaoJun Chen
XiaoJun Chen
Institute of Information Engineering
Wen-jie Lu
Wen-jie Lu
Zhejiang University
Dr. Kaitai Liang
Dr. Kaitai Liang
Cybersecurity engineering, UTU & TU Delft
Zhicong Huang
Zhicong Huang
Ant Group
Jianying Zhou
Jianying Zhou
Professor, Singapore University of Technology and Design (SUTD)
Co-author 6
Co-author 6
Meng Li
Meng Li
Peking University; Ex-Facebook
Shujie Cui
Shujie Cui
Monash University