PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks.
Kalikinkar MandalGuang GongPublished in: CCSW@CCS (2019)
Keyphrases
- privacy preserving
- high dimensional data
- mobile networks
- dimensionality reduction
- low dimensional
- high dimensionality
- privacy preserving data mining
- high dimensional
- nearest neighbor
- vertically partitioned data
- dimension reduction
- mobile users
- data points
- data analysis
- similarity search
- data sets
- real world
- data distribution
- mobile devices
- data privacy
- wireless networks
- original data
- ad hoc networks
- sparse representation
- base station
- differential privacy
- input data
- metadata
- scalar product
- multi dimensional
- principal component analysis
- knowledge discovery
- data mining