Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning.
Mathias LécuyerPublished in: CoRR (2021)
Keyphrases
- differentially private
- deep learning
- differential privacy
- privacy preserving
- private data
- privacy guarantees
- unsupervised learning
- machine learning
- privacy preservation
- data sharing
- personal information
- privacy preserving data mining
- search logs
- data privacy
- privacy protection
- third party
- information retrieval
- data sets