Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems.
Ehsan ToreiniMaryam MehrnezhadAad van MoorselPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- machine learning systems
- partitioned data
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- machine learning
- private information
- multi party
- sensitive information
- privacy protection
- horizontally partitioned data
- privacy preserving association rule mining
- fair exchange
- data perturbation
- private data
- data privacy
- privacy concerns
- learning systems
- real world
- user privacy
- preserving privacy
- secure multiparty computation
- privacy sensitive
- privacy issues
- privacy requirements
- machine learning algorithms
- data analysis
- data sets