Protecting Data from all Parties: Combining FHE and DP in Federated Learning.
Arnaud Grivet SébertRenaud SirdeyOana StanCédric Gouy-PaillerPublished in: CoRR (2022)
Keyphrases
- data sets
- training data
- learning algorithm
- data sources
- background knowledge
- synthetic data
- data collection
- data processing
- image data
- prior knowledge
- data analysis
- learning process
- human experts
- statistical analysis
- data points
- distributed systems
- knowledge acquisition
- data structure
- hidden variables
- learning tasks
- personal data
- learned models
- experimental data
- data mining techniques
- small number
- high dimensional
- search engine
- machine learning