Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning.
Fabian PerezJhon LopezHenry ArguelloPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- deep learning
- vertically partitioned data
- multi party
- scalar product
- unsupervised feature learning
- deep architectures
- unsupervised learning
- machine learning
- sensitive data
- learning algorithm
- privacy preservation
- weakly supervised
- private information
- online learning
- secure multiparty computation
- reinforcement learning
- horizontally partitioned
- privacy concerns
- privacy preserving data mining
- learning strategies
- privacy guarantees
- supervised learning
- data analysis