Herb: Privacy-preserving Random Forest with Partially Homomorphic Encryption.
Qianying LiaoBruno CabralJoão Paulo FernandesNuno LourençoPublished in: IJCNN (2022)
Keyphrases
- random forest
- privacy preserving
- homomorphic encryption
- decision trees
- privacy preserving data mining
- feature set
- vertically partitioned data
- privacy preservation
- private information
- data sharing
- multi party
- privacy concerns
- data privacy
- sensitive information
- privacy protection
- multi label
- differential privacy
- ensemble methods
- sensitive data
- machine learning
- encryption scheme
- scalar product
- secure multi party computation