Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning.
Lijing ZhouZiyu WangHongrui CuiQingrui SongYu YuPublished in: SP (2023)
Keyphrases
- privacy preserving
- secure multi party computation
- vertically partitioned data
- machine learning
- scalar product
- preprocessing
- secure multiparty computation
- multi party
- horizontally partitioned data
- sensitive data
- homomorphic encryption
- privacy preserving data mining
- partitioned data
- privacy preservation
- user privacy
- data privacy
- horizontally partitioned
- private information
- privacy concerns
- data mining
- sensitive information
- privacy preserving classification
- privacy guarantees
- privacy protection
- privacy preserving association rule mining
- preserving privacy
- dot product
- data perturbation
- privacy issues
- feature selection
- privacy sensitive
- data analysis
- personal data
- record linkage
- naive bayesian classification
- private data
- privacy requirements
- feature extraction
- decision trees
- private information retrieval
- knowledge discovery
- data publishing