PPMGS: An efficient and effective solution for distributed privacy-preserving semi-supervised learning.
Zhi LiChaozhuo LiZhoujun LiJian WengFeiran HuangZhibo ZhouPublished in: Inf. Sci. (2024)
Keyphrases
- privacy preserving
- semi supervised learning
- semi supervised
- horizontally partitioned data
- multi party
- partitioned data
- labeled data
- privacy preserving data mining
- privacy sensitive
- privacy guarantees
- horizontally partitioned
- unlabeled data
- privacy preservation
- vertically partitioned data
- unsupervised learning
- training data
- supervised learning
- sensitive information
- co training
- privacy protection
- active learning
- private information
- data privacy
- secure multiparty computation
- preserving privacy
- machine learning
- differential privacy
- privacy concerns
- domain adaptation
- distributed data
- data quality
- pairwise
- pattern recognition
- database