How Much Does Each Datapoint Leak Your Privacy? Quantifying the Per-datum Membership Leakage.
Achraf AzizeDebabrota BasuPublished in: CoRR (2024)
Keyphrases
- private information
- personal information
- privacy preserving
- information leakage
- privacy violations
- privacy protection
- privacy concerns
- privacy policies
- security issues
- privacy requirements
- private data
- data privacy
- privacy aware
- privacy preservation
- third party
- data leakage prevention
- preserving privacy
- confidential information
- personal data
- user privacy
- learning algorithm
- privacy preserving data mining
- sensitive information
- database systems
- differential privacy
- privacy enhancing
- website