15 citations · 40 across the 15 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CR2020★ 10 cited
Information Laundering for Model Privacy
Xinran Wang, Yu Xiang, Jun Gao +1
In this work, we propose information laundering, a novel framework for enhancing model privacy. Unlike data privacy that concerns the protection of raw data information, model priv…
cs.CR2020
Imitation Privacy
Xun Xian, Xinran Wang, Mingyi Hong +2
In recent years, there have been many cloud-based machine learning services, where well-trained models are provided to users on a pay-per-query scheme through a prediction API. The…
cs.LG2020★ 15 cited
Assisted Learning: A Framework for Multi-Organization Learning
Xun Xian, Xinran Wang, Jie Ding +1
In an increasing number of AI scenarios, collaborations among different organizations or agents (e.g., human and robots, mobile units) are often essential to accomplish an organiza…