Privacy-Preserving Contrastive Explanations with Local Foil Trees.
Thijs VeugenBart KamphorstMichiel MarcusPublished in: CSCML (2022)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- decision trees
- inductive logic programming
- private information
- privacy protection
- horizontally partitioned data
- data privacy
- data transformation
- record linkage
- privacy sensitive
- privacy concerns
- privacy issues
- sensitive data
- privacy preserving association rule mining
- data mining
- sensitive information
- private data
- horizontally partitioned
- partitioned data
- privacy requirements
- secure multiparty computation
- differential privacy
- data perturbation
- data model
- preserving privacy
- user privacy
- privacy guarantees
- naive bayesian classification
- personal data
- machine learning