Differential Privacy-preserving Distributed Machine Learning.
Xin WangHideaki IshiiLinkang DuPeng ChengJiming ChenPublished in: CDC (2019)
Keyphrases
- privacy preserving
- machine learning
- horizontally partitioned data
- horizontally partitioned
- multi party
- partitioned data
- privacy sensitive
- privacy preserving data mining
- distributed data mining
- vertically partitioned data
- privacy preservation
- secure multiparty computation
- privacy protection
- privacy preserving classification
- sensitive information
- record linkage
- data privacy
- databases
- personal data
- scalar product
- homomorphic encryption
- data perturbation
- preserving privacy
- private data
- privacy concerns
- private information
- distributed environment
- naive bayesian classification
- differential privacy
- decision trees
- knowledge discovery
- distributed data
- distributed systems
- data analysis
- feature selection
- peer to peer
- data mining
- user privacy
- privacy guarantees
- privacy issues
- sensitive data
- distributed computing
- data collection