Random Projections, Graph Sparsification, and Differential Privacy.
Jalaj UpadhyayPublished in: IACR Cryptol. ePrint Arch. (2013)
Keyphrases
- random projections
- differential privacy
- differentially private
- privacy preserving
- privacy preserving data mining
- data privacy
- dimensionality reduction
- privacy preservation
- sparse representation
- original data
- dimension reduction
- data sharing
- principal component analysis
- random sampling
- image reconstruction
- low dimensional
- search logs
- data sets
- personal information
- sensitive information
- data integration
- information extraction
- data analysis
- face recognition