Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
Helena MontenegroWilson SilvaAlex GaudioMatt FredriksonAsim SmailagicJaime S. CardosoPublished in: IEEE Access (2022)
Keyphrases
- privacy preserving
- privacy preservation
- privacy issues
- privacy preserving data mining
- data privacy
- vertically partitioned data
- sensitive information
- privacy requirements
- private information
- privacy concerns
- differential privacy
- privacy sensitive
- data transformation
- multi party
- preserving privacy
- data anonymization
- privacy protection
- privacy guarantees
- personal data
- privacy preserving classification
- private data
- location privacy
- secure multiparty computation
- horizontally partitioned data
- scalar product
- naive bayesian classification
- privacy preserving association rule mining
- privacy preserving data publishing
- data publishing
- data protection
- record linkage
- partitioned data
- decision trees
- privacy preserving data mining algorithms
- horizontally partitioned
- homomorphic encryption
- sensitive data
- kernel function