The Privacy-Utility Trade-off in the Topics API.
Mário S. AlvimNatasha FernandesAnnabelle McIverGabriel H. NunesPublished in: CoRR (2024)
Keyphrases
- trade off
- differential privacy
- privacy requirements
- privacy preserving
- data anonymization
- personal information
- utility function
- topic models
- privacy aware
- third party
- privacy protection
- private information
- open source
- personal data
- information retrieval
- high level
- data security
- privacy preserving data mining
- information loss
- source code
- privacy preservation
- key concepts
- private data
- topic detection
- related topics
- keywords
- anonymized data
- privacy concerns
- expected utility
- database
- data privacy
- decision makers
- security issues
- location privacy