PrivFair: a Library for Privacy-Preserving Fairness Auditing.
Sikha PentyalaDavid MelansonMartine De CockGolnoosh FarnadiPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- privacy protection
- sensitive information
- data privacy
- horizontally partitioned data
- privacy sensitive
- private data
- private information
- record linkage
- privacy preserving association rule mining
- privacy issues
- preserving privacy
- data mining
- secure multiparty computation
- privacy preserving classification
- access control
- data transformation
- differential privacy
- fair exchange
- horizontally partitioned
- naive bayesian classification
- sensitive data
- privacy guarantees
- statistical databases
- personal data
- peer to peer
- privacy concerns