DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing.
Wenxiao WangTianhao WangLun WangNanqing LuoPan ZhouDawn SongRuoxi JiaPublished in: Proc. Priv. Enhancing Technol. (2021)
Keyphrases
- deep learning
- differentially private
- differential privacy
- unsupervised feature learning
- unsupervised learning
- privacy preserving
- machine learning
- privacy preservation
- weakly supervised
- data sharing
- mental models
- personal information
- feature selection
- probabilistic model
- data sets
- privacy preserving data mining
- data privacy
- decision makers
- learning algorithm
- data mining