Practical, Label Private Deep Learning Training based on Secure Multiparty Computation and Differential Privacy.
Sen YuanMilan ShenIlya MironovAnderson C. A. NascimentoPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- deep learning
- differential privacy
- privacy preserving
- secure multiparty computation
- privacy preserving data mining algorithms
- privacy guarantees
- private data
- differentially private
- privacy preservation
- unsupervised learning
- privacy preserving data mining
- data privacy
- machine learning
- weakly supervised
- private information
- mental models
- data quality
- privacy concerns
- sensitive information
- supervised learning
- training set
- data perturbation
- personal information
- high dimensional
- social networks
- real world