Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness.
NhatHai PhanMinh N. VuYang LiuRuoming JinDejing DouXintao WuMy T. ThaiPublished in: IJCAI (2019)
Keyphrases
- deep learning
- differential privacy
- differentially private
- privacy guarantees
- privacy preserving
- unsupervised learning
- machine learning
- weakly supervised
- privacy preservation
- mental models
- real world
- data privacy
- personal information
- data sharing
- feature extraction
- data analysis
- keywords
- pattern recognition
- privacy preserving data mining
- search logs
- decision support
- graphical models
- decision making
- information retrieval