Towards Breaking the Curse of Dimensionality for High-Dimensional Privacy.
Hessam ZakerzadehCharu C. AggarwalKen BarkerPublished in: SDM (2014)
Keyphrases
- high dimensional
- privacy preserving
- low dimensional
- similarity search
- high dimensionality
- security issues
- private information
- dimensionality reduction
- personal information
- multi modal
- statistical databases
- privacy aware
- private data
- privacy preservation
- sensitive information
- variable selection
- multi dimensional
- differential privacy
- data sets
- location privacy
- high dimensional data
- privacy protection
- security concerns
- high dimensional spaces
- privacy enhancing
- high dimensional problems
- data points
- privacy issues
- privacy preserving data mining
- sparse data
- gene expression data
- noisy data
- preserving privacy
- metric space
- individual privacy
- security and privacy issues
- personal data
- security risks
- kernel function
- manifold learning
- privacy concerns
- information loss
- sparse coding
- input space