Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.
Kun LiuHillol KarguptaJessica RyanPublished in: IEEE Trans. Knowl. Data Eng. (2006)
Keyphrases
- dimensionality reduction
- data perturbation
- privacy preserving
- privacy preserving distributed data mining
- privacy preserving data mining
- perturbation method
- statistical databases
- random projections
- data privacy
- principal component analysis
- multi party
- feature space
- feature selection
- privacy concerns
- private information
- privacy protection
- sensitive data
- privacy guarantees
- face recognition