Soteria: Privacy-Preserving Machine Learning for Apache Spark.
Cláudia BritoPedro FerreiraBernardo PortelaRui OliveiraJoão PauloPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- data privacy
- decision trees
- privacy concerns
- data perturbation
- sensitive information
- private information
- record linkage
- web server
- privacy protection
- support vector machine
- privacy requirements
- data transformation
- horizontally partitioned data
- privacy sensitive
- privacy guarantees
- private data
- differential privacy
- personal data
- preserving privacy
- data mining
- data analysis
- privacy preserving association rule mining
- data model
- feature selection
- horizontally partitioned
- naive bayesian classification