δ-privacy: Bounding Privacy Leaks in Privacy Preserving Data Mining.
Zhizhou LiTen-Hwang LaiPublished in: DPM/CBT@ESORICS (2017)
Keyphrases
- privacy preserving data mining
- privacy preserving
- privacy breaches
- privacy issues
- private information
- privacy concerns
- data privacy
- data perturbation
- privacy preservation
- data mining
- individual privacy
- private data
- data transformation
- random projections
- privacy requirements
- applying data mining
- privacy protection
- differential privacy
- sensitive information
- data mining algorithms
- data mining techniques
- sensitive data
- privacy preserving data publishing
- statistical databases
- personal information
- data publishing
- upper bound
- information systems
- anonymized data
- vertically partitioned data
- scalar product
- machine learning