Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning.
Lijing ZhouZiyu WangHongrui CuiQingrui SongYu YuPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- secure multi party computation
- vertically partitioned data
- machine learning
- preprocessing
- scalar product
- secure multiparty computation
- horizontally partitioned data
- sensitive data
- multi party
- homomorphic encryption
- privacy preserving data mining
- privacy preservation
- partitioned data
- user privacy
- sensitive information
- private information
- data privacy
- privacy protection
- privacy sensitive
- horizontally partitioned
- privacy preserving association rule mining
- record linkage
- privacy concerns
- privacy issues
- preserving privacy
- feature extraction
- data mining
- data perturbation
- decision trees
- privacy guarantees
- differential privacy
- personal data
- data mining techniques
- dot product
- private data
- data security