Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data.
Xiao-Bai LiSumit SarkarPublished in: Inf. Syst. Res. (2006)
Keyphrases
- categorical data
- privacy protection
- cluster analysis
- data mining
- privacy guarantees
- privacy preservation
- numerical data
- privacy preserving
- anonymized data
- parameter free
- information loss
- data analysis
- data mining techniques
- statistical disclosure
- data anonymization
- data sharing
- data collection
- knowledge discovery
- private information
- privacy preserving data mining
- hierarchical latent class models
- statistical databases
- sensitive information
- privacy policies
- attribute values
- machine learning
- data warehouse
- association rules
- real world
- decision trees
- rough sets
- object recognition