An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.
Kun LiuChris GiannellaHillol KarguptaPublished in: PKDD (2006)
Keyphrases
- privacy preserving data mining
- distance preserving
- random projections
- privacy preserving
- data perturbation
- dimensionality reduction
- dimension reduction
- original data
- low dimensional
- data mining
- random sampling
- high dimensional data
- sparse representation
- high dimensionality
- data sets
- image reconstruction
- principal component analysis
- graph properties
- data mining techniques
- privacy concerns
- nearest neighbor
- data mining algorithms
- intrusion detection
- machine learning