Privacy-preserving source separation for distributed data using independent component analysis.
Hafiz ImtiazRogers F. SilvaBradley T. BakerSergey M. PlisAnand D. SarwateVince D. CalhounPublished in: CISS (2016)
Keyphrases
- distributed data
- source separation
- privacy preserving
- data privacy
- blind source separation
- data sharing
- distributed data mining
- independent component analysis
- privacy preserving data mining
- privacy concerns
- denoising
- communication cost
- data distribution
- sensitive information
- data mining algorithms
- databases
- gaussian process
- private information
- sensitive data
- file system
- preprocessing
- data structure