Towards Distributed Privacy-Preserving Prediction.
Lingjuan LyuYee Wei LawKee Siong NgShibei XueJun ZhaoMengmeng YangLei LiuPublished in: SMC (2020)
Keyphrases
- privacy preserving
- horizontally partitioned data
- horizontally partitioned
- partitioned data
- multi party
- distributed data mining
- privacy preserving data mining
- privacy sensitive
- privacy preservation
- vertically partitioned data
- secure multiparty computation
- privacy preserving classification
- distributed environment
- privacy concerns
- data privacy
- sensitive information
- private information
- data publishing
- privacy preserving association rule mining
- preserving privacy
- record linkage
- scalar product
- privacy issues
- naive bayesian classification
- data perturbation
- differential privacy
- private data
- sensitive data
- privacy protection
- distributed data
- distributed systems
- medical images
- privacy guarantees
- homomorphic encryption
- data sets
- communication cost
- data model