AutoGAN-based Dimension Reduction for Privacy Preservation.
Hung NguyenDi ZhuangPei-Yuan WuJ. Morris ChangPublished in: CoRR (2019)
Keyphrases
- dimension reduction
- privacy preservation
- privacy preserving
- privacy preserving data mining
- principal component analysis
- random projections
- high dimensional
- data privacy
- singular value decomposition
- data mining
- low dimensional
- feature extraction
- feature selection
- linear discriminant analysis
- high dimensional data
- cluster analysis
- sensitive information
- data quality
- private information
- unsupervised learning
- privacy protection
- sensitive data
- feature space
- high dimensionality
- computer vision
- machine learning
- data mining applications
- nearest neighbor
- image data
- data points
- active learning
- face recognition