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