Tuple Value Based Multiplicative Data Perturbation Approach To Preserve Privacy In Data Stream Mining.
Hitesh ChhinkaniwalaSanjay GargPublished in: CoRR (2013)
Keyphrases
- data perturbation
- data stream mining
- privacy preserving data mining
- privacy preserving
- data mining
- statistical databases
- data streams
- perturbation method
- data privacy
- streaming data
- concept drift
- privacy preservation
- frequent pattern mining
- stream data
- sliding window
- privacy concerns
- sensitive information
- privacy protection
- data mining algorithms
- data mining techniques
- sensitive data
- differential privacy
- database
- private information
- pattern mining
- data distribution
- multi dimensional
- frequent patterns
- cloud computing
- sensor networks
- learning algorithm