Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space.
Tao GuoSong GuoJiewei ZhangWenchao XuJunxiao WangPublished in: CoRR (2022)
Keyphrases
- sensitive information
- feature space
- original data
- third party
- privacy preserving
- privacy preservation
- data privacy
- medical records
- high dimensional
- sensitive data
- training set
- privacy protection
- mean shift
- dimensionality reduction
- input data
- kernel function
- private data
- classification accuracy
- feature vectors
- principal component analysis
- data points
- data protection
- feature selection
- information leakage
- privacy preserving data publishing
- privacy issues
- database
- private information
- privacy concerns
- latent variables
- low dimensional
- feature extraction
- confidential information
- data mining
- malicious users
- neural network