Bicoptor 2.0: Addressing Challenges in Probabilistic Truncation for Enhanced Privacy-Preserving Machine Learning.
Lijing ZhouQingrui SongSu ZhangZiyu WangXianggui WangYong LiPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy issues
- privacy preservation
- vertically partitioned data
- private information
- data privacy
- preserving privacy
- private data
- sensitive information
- multi party
- privacy protection
- record linkage
- privacy concerns
- data perturbation
- uncertain data
- partitioned data
- scalar product
- horizontally partitioned
- data analysis
- naive bayesian classification
- data publishing
- data mining
- horizontally partitioned data
- secure multiparty computation
- real world
- personal data
- decision trees
- privacy requirements
- privacy guarantees
- data security
- differential privacy
- knowledge discovery
- feature space
- feature selection