Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness.
NhatHai PhanMinh N. VuYang LiuRuoming JinDejing DouXintao WuMy T. ThaiPublished in: CoRR (2019)
Keyphrases
- deep learning
- differential privacy
- differentially private
- privacy guarantees
- unsupervised learning
- privacy preserving
- machine learning
- mental models
- data sharing
- real world
- privacy preservation
- pattern recognition
- personal information
- weakly supervised
- data analysis
- probabilistic model
- data quality
- data access
- data sets
- data integration
- information retrieval
- object detection
- relevance feedback