Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks.
Jan AalmoesVasisht DudduAntoine BoutetPublished in: CoRR (2022)
Keyphrases
- statistical databases
- privacy preserving
- attribute values
- privacy preserving data mining
- inference control
- resource allocation
- personal information
- differential privacy
- privacy preservation
- sensitive attributes
- privacy issues
- private information
- privacy protection
- security issues
- private data
- personal data
- privacy requirements
- security concerns
- individual privacy
- confidential data
- confidential information
- legal issues
- database views
- differentially private
- sensitive data
- privacy concerns
- game theory
- location privacy
- privacy aware
- sensitive information
- information loss
- access control
- relational databases
- databases