CryptoSPN: Privacy-preserving Sum-Product Network Inference.
Amos TreiberAlejandro MolinaChristian WeinertThomas SchneiderKristian KerstingPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- sum product
- privacy preserving data mining
- privacy preservation
- message passing
- vertically partitioned data
- multi party
- record linkage
- private information
- privacy protection
- scalar product
- data privacy
- sensitive information
- privacy concerns
- belief propagation
- peer to peer
- privacy sensitive
- naive bayesian classification
- secure multiparty computation
- private data
- horizontally partitioned
- horizontally partitioned data
- belief networks
- data perturbation
- preserving privacy
- junction tree
- differential privacy
- bayesian networks
- communication cost
- privacy requirements
- data publishing
- partitioned data
- probabilistic inference
- privacy preserving association rule mining
- intrusion detection
- data management