CryptoSPN: Privacy-Preserving Sum-Product Network Inference.
Amos TreiberAlejandro MolinaChristian WeinertThomas SchneiderKristian KerstingPublished in: ECAI (2020)
Keyphrases
- privacy preserving
- sum product
- privacy preserving data mining
- privacy preservation
- message passing
- vertically partitioned data
- private information
- multi party
- privacy concerns
- privacy protection
- sensitive information
- scalar product
- data privacy
- probabilistic inference
- privacy sensitive
- differential privacy
- secure multiparty computation
- private data
- preserving privacy
- distributed systems
- horizontally partitioned data
- partitioned data
- data perturbation
- privacy issues
- junction tree
- belief networks
- record linkage
- privacy requirements
- belief propagation
- peer to peer
- horizontally partitioned
- pairwise
- statistical databases