Optimization of Privacy-Utility Trade-offs under Informational Self-determination.
Thomas AsikisEvangelos PournarasPublished in: CoRR (2017)
Keyphrases
- trade off
- differential privacy
- optimization algorithm
- privacy preserving
- security issues
- sensitive information
- global optimization
- privacy preserving data mining
- privacy requirements
- anonymized data
- data anonymization
- utility function
- optimization problems
- database
- utility elicitation
- conflicting objectives
- optimization strategies
- discrete optimization
- privacy protection
- constrained optimization
- optimization process
- optimization methods
- optimization method
- data sets