2 papers
cs.LG2025
Model Privacy: A Unified Framework for Understanding Model Stealing Attacks and Defenses
Ganghua Wang, Yuhong Yang, Jie Ding
The use of machine learning (ML) has become increasingly prevalent in various domains, highlighting the importance of understanding and ensuring its safety. One pressing concern is…
stat.ML2024
Additive-Effect Assisted Learning
Jiawei Zhang, Yuhong Yang, Jie Ding
It is quite popular nowadays for researchers and data analysts holding different datasets to seek assistance from each other to enhance their modeling performance. We consider a sc…