EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE.
Qifan WangShujie CuiLei ZhouOcean WuYonghua ZhuGiovanni RusselloPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- data streams
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- sliding window
- multi party
- private information
- privacy issues
- privacy preserving association rule mining
- privacy concerns
- horizontally partitioned data
- horizontally partitioned
- data privacy
- differential privacy
- private data
- user privacy
- privacy protection
- record linkage
- preserving privacy
- privacy sensitive
- partitioned data
- scalar product
- data perturbation
- privacy guarantees
- data publishing
- sensitive data
- secure multiparty computation
- naive bayesian classification
- data sets
- sensitive information