MDDE: multitasking distributed differential evolution for privacy-preserving database fragmentation.
Yong-Feng GeMaria E. OrlowskaJinli CaoHua WangYanchun ZhangPublished in: VLDB J. (2022)
Keyphrases
- privacy preserving
- differential evolution
- database
- horizontally partitioned data
- evolutionary algorithm
- partitioned data
- multi party
- sensitive data
- horizontally partitioned
- differential evolution algorithm
- optimization algorithm
- convergence speed
- privacy preserving data mining
- privacy sensitive
- particle swarm optimization
- privacy preserving classification
- genetic algorithm
- secure multiparty computation
- privacy preservation
- mutation operator
- vertically partitioned data
- data privacy
- databases
- database systems
- numerical optimization problems
- record linkage
- data model
- privacy concerns
- privacy issues
- privacy guarantees
- preserving privacy
- privacy protection
- sensitive information
- parameter optimization
- private information
- privacy requirements
- private data
- data perturbation
- crossover operator
- distributed environment
- database management systems