A genetic algorithm for privacy preserving combinatorial optimization.
Jun SakumaShigenobu KobayashiPublished in: GECCO (2007)
Keyphrases
- combinatorial optimization
- privacy preserving
- genetic algorithm
- metaheuristic
- simulated annealing
- combinatorial optimization problems
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- optimization problems
- tabu search
- traveling salesman problem
- sensitive information
- ant colony optimization
- privacy protection
- privacy sensitive
- data privacy
- multi party
- evolutionary algorithm
- particle swarm optimization
- scalar product
- privacy issues
- secure multiparty computation
- neural network
- private information
- private data
- naive bayesian classification
- privacy requirements
- differential privacy
- search space
- multi objective
- privacy concerns
- benchmark problems
- sensitive data
- privacy preserving association rule mining
- data perturbation
- search algorithm
- partitioned data
- horizontally partitioned data
- objective function
- privacy preserving data mining algorithms
- horizontally partitioned
- preserving privacy
- privacy guarantees
- data publishing