The cost of privacy: destruction of data-mining utility in anonymized data publishing.
Justin BrickellVitaly ShmatikovPublished in: KDD (2008)
Keyphrases
- data publishing
- privacy preservation
- privacy requirements
- anonymized data
- data mining
- privacy preserving
- data anonymization
- privacy preserving data mining
- privacy preserving data publishing
- differential privacy
- information loss
- individual privacy
- sensitive attributes
- linked data
- privacy protection
- data privacy
- privacy concerns
- privacy aware
- private information
- data mining applications
- privacy issues
- association rules
- sensitive information
- machine learning
- sensitive data
- personal information
- data mining techniques
- knowledge discovery
- data security
- data warehousing
- data mining algorithms
- data analysis