Local Privacy-preserving Mechanisms and Applications in Machine Learning.
Likun QinTianshuo QiuPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data mining
- data privacy
- horizontally partitioned
- secure multiparty computation
- privacy sensitive
- preserving privacy
- privacy issues
- sensitive information
- private information
- multi party
- data publishing
- scalar product
- privacy concerns
- privacy protection
- partitioned data
- data perturbation
- databases
- private data
- record linkage
- sensitive data
- feature selection
- privacy guarantees
- data transformation
- privacy preserving classification
- support vector machine
- data model
- decision trees
- data sets
- privacy preserving association rule mining
- horizontally partitioned data