Securer and Faster Privacy-Preserving Distributed Machine Learning.
Hongxiao WangZoe Lin JiangYanmin ZhaoSiu-Ming YiuPeng YangZejiu TanBohan JinShiyuan XuShimin PanPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- horizontally partitioned data
- horizontally partitioned
- multi party
- partitioned data
- privacy sensitive
- distributed data mining
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- secure multiparty computation
- preserving privacy
- sensitive information
- distributed environment
- data privacy
- private information
- data perturbation
- record linkage
- privacy preserving classification
- distributed systems
- privacy concerns
- privacy issues
- mobile agents
- knowledge discovery
- privacy preserving association rule mining
- peer to peer
- privacy guarantees
- data publishing
- private data
- personal data
- scalar product
- feature selection
- databases
- distributed data
- distributed computing
- naive bayesian classification
- decision trees