Perfectly Privacy-Preserving AI What Is It and How Do We Achieve It?
Patricia ThaineGerald PennPublished in: PrivateNLP@WSDM (2020)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- privacy protection
- sensitive information
- sensitive data
- data transformation
- multi party
- privacy sensitive
- record linkage
- private data
- private information
- privacy concerns
- partitioned data
- data perturbation
- preserving privacy
- naive bayesian classification
- homomorphic encryption
- secure multiparty computation
- data privacy
- location privacy
- privacy issues
- differential privacy
- personal data
- privacy preserving association rule mining
- machine learning
- database
- horizontally partitioned data
- scalar product
- support vector machine classification
- privacy requirements
- knowledge discovery
- decision trees
- data mining