Communicating the Privacy-Utility Trade-off: Supporting Informed Data Donation with Privacy Decision Interfaces for Differential Privacy.
Daniel FranzenClaudia Müller-BirnOdette WegwarthPublished in: Proc. ACM Hum. Comput. Interact. (2024)
Keyphrases
- differential privacy
- differentially private
- private data
- privacy guarantees
- privacy preserving
- data privacy
- anonymized data
- preserving privacy
- privacy requirements
- individual privacy
- trade off
- privacy preservation
- tabular data
- sensitive information
- social network data
- private information
- data sets
- personal information
- privacy preserving data mining
- information loss
- personal data
- database
- data quality
- raw data
- data collection
- data analysis
- privacy preserving data mining algorithms
- privacy issues
- data sharing
- data mining
- data mining techniques
- data sources
- privacy concerns
- privacy protection
- distributed data
- data objects
- original data
- information retrieval systems