The privacy issue of counterfactual explanations: explanation linkage attacks.
Sofie GoethalsKenneth SörensenDavid MartensPublished in: CoRR (2022)
Keyphrases
- generating explanations
- security risks
- data publishing
- causal reasoning
- privacy preserving
- personal information
- security mechanisms
- record linkage
- differential privacy
- protection mechanisms
- domain theory
- privacy preservation
- privacy concerns
- privacy issues
- malicious users
- watermarking scheme
- logical framework
- web services
- private data
- security threats
- private information
- denial of service attacks
- sensitive information
- chosen plaintext