Privacy-Preserving Tree-Based Inference with TFHE.
Jordan FréryAndrei StoianRoman BredehoftLuis MonteroCelia KherfallahBenoît Chevallier-MamesArthur MeyrePublished in: MSPN (2023)
Keyphrases
- privacy preserving
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- private information
- data privacy
- privacy concerns
- multi party
- horizontally partitioned data
- sensitive information
- secure multiparty computation
- scalar product
- privacy protection
- record linkage
- horizontally partitioned
- preserving privacy
- partitioned data
- data transformation
- private data
- privacy issues
- data perturbation
- privacy preserving classification
- differential privacy
- privacy sensitive
- personal data
- search engine
- naive bayesian classification
- privacy preserving data mining algorithms