Privkit: A Toolkit of Privacy-Preserving Mechanisms for Heterogeneous Data Types.
Mariana CunhaGuilherme DuarteRicardo AndradeRicardo MendesJoão P. VilelaPublished in: CODASPY (2024)
Keyphrases
- data types
- privacy preserving
- privacy preserving data mining
- data model
- data structure
- database systems
- privacy preservation
- database management systems
- user defined
- vertically partitioned data
- data mining algorithms
- multi party
- privacy issues
- differential privacy
- private information
- horizontally partitioned data
- partitioned data
- data privacy
- sensitive data
- privacy preserving association rule mining
- scalar product
- machine learning
- sensitive information
- privacy concerns
- knowledge discovery
- homomorphic encryption
- data analysis
- privacy sensitive
- privacy protection
- data mining techniques
- privacy requirements
- data perturbation
- preprocessing
- secure multiparty computation
- feature extraction
- real world