Decentralised and Privacy Preserving Machine Learning for Multiple Distributed Data Resources.
Mona AlkhozaeXiaojun ZengPublished in: UKCI (2021)
Keyphrases
- privacy preserving
- distributed data
- data privacy
- distributed data mining
- privacy concerns
- machine learning
- privacy preserving data mining
- data sharing
- privacy preservation
- multi party
- private information
- vertically partitioned data
- communication cost
- privacy sensitive
- sensitive data
- privacy protection
- data distribution
- decision trees
- data mining
- privacy preserving association rule mining
- horizontally partitioned data
- differential privacy
- scalar product
- object oriented
- data analysis
- pattern recognition
- sensitive information
- data mining algorithms
- database applications
- data sets
- database