Exploring privacy versus data quality trade-offs in anonymization techniques using multi-objective optimization.
Rinku DewriIndrajit RayIndrakshi RayL. Darrell WhitleyPublished in: J. Comput. Secur. (2011)
Keyphrases
- multi objective optimization
- data quality
- data privacy
- privacy guarantees
- trade off
- information loss
- privacy preservation
- multi objective
- evolutionary algorithm
- data anonymization
- privacy preserving
- data confidentiality
- differential privacy
- data transformation
- quality management
- preserving privacy
- data publishing
- privacy protection
- data warehouse
- anonymized data
- multi objective optimization problems
- data cleansing
- genetic algorithm
- nsga ii
- data security
- private data
- multi objective genetic algorithm
- personal data
- bi objective
- confidential information
- pareto optimal
- multiple objectives
- multi objective genetic algorithms
- differential evolution
- disclosure risk
- optimization algorithm
- sensitive information
- social network data
- privacy preserving data mining
- particle swarm optimization
- objective function
- data mining
- pareto optimal solutions
- neural network
- privacy concerns
- private information
- data sharing
- data analysis
- pareto frontier