Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.
Hongbin LiuWenjie QuJinyuan JiaNeil Zhenqiang GongPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- supervised learning
- reinforcement learning
- vertically partitioned data
- privacy preserving data mining
- learning algorithm
- learning process
- scalar product
- unsupervised learning
- active learning
- horizontally partitioned data
- pre trained
- privacy preservation
- multi party
- user privacy
- private data
- data privacy
- neural network
- privacy concerns
- differential privacy
- sensitive information
- high dimensional
- training set
- secure multiparty computation
- privacy preserving association rule mining
- machine learning