Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.
Hongbin LiuWenjie QuJinyuan JiaNeil Zhenqiang GongPublished in: SP (Workshops) (2024)
Keyphrases
- privacy preserving
- supervised learning
- vertically partitioned data
- learning algorithm
- unsupervised learning
- scalar product
- multi party
- learning process
- reinforcement learning
- privacy preserving data mining
- secure multiparty computation
- machine learning
- pre trained
- privacy preservation
- semi supervised learning
- active learning
- unlabeled data
- private data
- pairwise
- face recognition