On the Inadequacy of Similarity-based Privacy Metrics: Reconstruction Attacks against "Truly Anonymous Synthetic Data".
Georgi GanevEmiliano De CristofaroPublished in: CoRR (2023)
Keyphrases
- synthetic data
- security risks
- data publishing
- security mechanisms
- real world
- data sets
- protection mechanisms
- real image data
- security threats
- security issues
- privacy preserving
- evaluation metrics
- personal information
- image reconstruction
- statistical databases
- payment scheme
- three dimensional
- electronic payment
- real life
- high resolution
- cryptographic protocols
- countermeasures
- private information
- watermarking scheme
- experimental study
- privacy preservation
- privacy issues
- database
- electronic transactions
- security measures
- malicious users
- sensitive attributes
- information loss
- synthetic datasets
- information leakage
- reconstruction method
- electronic commerce
- ddos attacks
- personal data