PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks.
Kalikinkar MandalGuang GongPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- high dimensional data
- mobile networks
- nearest neighbor
- dimensionality reduction
- privacy preserving data mining
- low dimensional
- high dimensional
- high dimensionality
- mobile users
- data sets
- similarity search
- vertically partitioned data
- data points
- data privacy
- original data
- dimension reduction
- wireless networks
- mobile devices
- data analysis
- base station
- data distribution
- ad hoc networks
- digital libraries
- multimedia content
- databases
- multi dimensional
- differential privacy
- sparse representation
- input data
- knn
- routing problem
- feature extraction
- real world
- data sources