Toward Verifiable and Privacy Preserving Machine Learning Prediction.
Chaoyue NiuFan WuShaojie TangShuai MaGuihai ChenPublished in: IEEE Trans. Dependable Secur. Comput. (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- multi party
- preserving privacy
- private information
- sensitive information
- record linkage
- data privacy
- privacy sensitive
- differential privacy
- privacy protection
- privacy concerns
- sensitive data
- data transformation
- privacy preserving association rule mining
- partitioned data
- scalar product
- horizontally partitioned data
- privacy guarantees
- decision trees
- user privacy
- private data
- naive bayesian classification
- privacy requirements
- data perturbation
- data publishing
- privacy preserving classification
- personal data
- third party
- data analysis