Differential privacy may have a potential optimization effect on some swarm intelligence algorithms besides privacy-preserving.
Zhiqiang ZhangHong ZhuMeiyi XiePublished in: Inf. Sci. (2024)
Keyphrases
- privacy preserving
- differential privacy
- swarm intelligence
- privacy guarantees
- differentially private
- privacy preservation
- privacy preserving data mining algorithms
- private data
- data privacy
- privacy preserving data mining
- optimization problems
- vertically partitioned data
- ant colony optimization
- evolutionary computation
- preserving privacy
- particle swarm optimization
- data quality
- computational intelligence
- data mining techniques
- private information
- data sharing
- privacy protection
- genetic algorithm
- data integration
- simulated annealing
- evolutionary algorithm