Privacy-Preserving Distributed Machine Learning Made Faster.
Zoe Lin JiangJiajing GuHongxiao WangYulin WuJunbin FangSiu-Ming YiuWenjian LuoXuan WangPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- horizontally partitioned data
- multi party
- horizontally partitioned
- partitioned data
- distributed data mining
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- secure multiparty computation
- vertically partitioned data
- record linkage
- private data
- privacy preserving classification
- sensitive information
- distributed environment
- distributed systems
- preserving privacy
- data privacy
- private information
- privacy concerns
- privacy protection
- data mining
- peer to peer
- data perturbation
- naive bayesian classification
- scalar product
- privacy issues
- privacy guarantees
- feature selection
- privacy requirements
- decision trees
- differential privacy
- mobile agents
- privacy preserving association rule mining
- data analysis