Privacy-preserving Machine Learning in Cloud.
Ehsan HesamifardHassan TakabiMehdi GhasemiCatherine JonesPublished in: CCSW@CCS (2017)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- private information
- data privacy
- cloud computing
- sensitive information
- privacy preserving association rule mining
- data mining
- privacy sensitive
- scalar product
- record linkage
- differential privacy
- privacy protection
- horizontally partitioned data
- secure multiparty computation
- sensitive data
- privacy issues
- decision trees
- naive bayesian classification
- partitioned data
- data perturbation
- privacy guarantees
- private data
- privacy preserving classification
- homomorphic encryption
- horizontally partitioned
- data publishing
- support vector machine
- databases