Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder.
Xue JiangXuebing ZhouJens GrossklagsPublished in: Proc. Priv. Enhancing Technol. (2022)
Keyphrases
- privacy preserving
- data collection
- high dimensional
- vertically partitioned data
- privacy preserving data mining
- data analysis
- privacy preservation
- dimensionality reduction
- low dimensional
- privacy protection
- high dimensionality
- similarity search
- multi party
- private information
- data points
- horizontally partitioned data
- feature space
- sensor networks
- high dimensional data
- data privacy
- sparse data
- privacy sensitive
- privacy concerns
- digital libraries
- record linkage
- wireless sensor networks
- privacy guarantees
- naive bayesian classification
- partitioned data
- differential privacy
- scalar product
- privacy preserving classification
- privacy preserving association rule mining
- data perturbation
- preserving privacy
- private data
- privacy issues
- data sources
- data publishing
- sensitive data
- nearest neighbor
- sensitive information
- social networking
- kernel function