PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks.
Kalikinkar MandalGuang GongPublished in: IACR Cryptol. ePrint Arch. (2019)
Keyphrases
- privacy preserving
- high dimensional data
- mobile networks
- low dimensional
- high dimensional
- dimensionality reduction
- privacy preserving data mining
- data sets
- nearest neighbor
- vertically partitioned data
- data points
- high dimensionality
- data analysis
- similarity search
- wireless networks
- data distribution
- original data
- mobile devices
- mobile users
- data privacy
- dimension reduction
- differential privacy
- ad hoc networks
- digital libraries
- input data
- real world
- routing problem
- base station
- multimedia content
- feature selection
- feature space
- data streams
- feature extraction
- scalar product