The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks.
Sofie GoethalsKenneth SörensenDavid MartensPublished in: ACM Trans. Intell. Syst. Technol. (2023)
Keyphrases
- generating explanations
- security risks
- data publishing
- causal reasoning
- security mechanisms
- personal information
- privacy preserving
- domain theory
- statistical databases
- logical framework
- information loss
- privacy issues
- private data
- information leakage
- sensitive information
- private information
- privacy preserving data mining
- social networks
- personal data
- watermarking scheme
- protection mechanisms