Differential Privacy Principal Component Analysis for Support Vector Machines.
Yuxian HuangGeng YangYahong XuHao ZhouPublished in: Secur. Commun. Networks (2021)
Keyphrases
- differential privacy
- principal component analysis
- differentially private
- support vector
- linear discriminant analysis
- privacy preserving
- tabular data
- private data
- privacy guarantees
- privacy preserving data mining algorithms
- dimensionality reduction
- data sharing
- dimension reduction
- support vector machine
- privacy preservation
- kernel function
- data privacy
- anonymized data
- low dimensional
- personal information
- feature selection
- feature extraction
- face recognition
- private information
- feature space