A Data Perturbation Approach to Privacy Protection in Data Mining.
Xiao-Bai LiSumit SarkarPublished in: ICIS (2004)
Keyphrases
- privacy protection
- data perturbation
- privacy preserving
- privacy preserving data mining
- statistical databases
- data mining
- privacy preservation
- data privacy
- sensitive information
- private information
- sensitive data
- private data
- personal data
- privacy guarantees
- privacy concerns
- statistical disclosure
- knowledge discovery
- intrusion detection
- normal form
- third party
- feature extraction
- random projections
- data collection
- high dimensional data
- principal component analysis
- real world
- data sharing
- query processing
- data mining algorithms