Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform.
Bo LiuChaowei TanJiazhou WangTao ZengHuasong ShanHoupu YaoHeng HuangPeng DaiLiefeng BoYanqing ChenPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- learning platform
- open source
- learning activities
- privacy preserving data mining
- learning environment
- vertically partitioned data
- privacy preservation
- private information
- learning materials
- multi party
- sensitive information
- privacy concerns
- horizontally partitioned data
- scalar product
- data privacy
- sensitive data
- preserving privacy
- horizontally partitioned
- personal data
- privacy guarantees
- data publishing
- user privacy
- privacy requirements
- learning process
- privacy preserving classification
- secure multiparty computation
- private data
- record linkage
- privacy issues
- privacy sensitive
- privacy preserving association rule mining
- databases