Privacy-Preserving Machine Learning: Methods, Challenges and Directions.
Runhua XuNathalie BaracaldoJames JoshiPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- machine learning methods
- privacy preserving data mining
- machine learning
- vertically partitioned data
- machine learning algorithms
- privacy issues
- private information
- multi party
- privacy preservation
- machine learning approaches
- sensitive information
- data transformation
- data privacy
- statistical methods
- preserving privacy
- privacy protection
- scalar product
- privacy concerns
- privacy sensitive
- sensitive data
- horizontally partitioned data
- privacy requirements
- real world
- private data
- record linkage
- naive bayesian classification
- decision trees
- data mining