Privacy Preserving Federated Learning: A Novel Approach for Combining Differential Privacy and Homomorphic Encryption.
Rezak AzizSoumya BanerjeeSamia BouzefranePublished in: WISTP (2024)
Keyphrases
- privacy preserving
- differential privacy
- homomorphic encryption
- privacy preservation
- privacy preserving data mining
- differentially private
- privacy guarantees
- vertically partitioned data
- data privacy
- data sharing
- private data
- preserving privacy
- privacy protection
- sensitive information
- sensitive data
- private information
- digital libraries
- scalar product
- privacy preserving data mining algorithms
- privacy concerns
- personal information
- database systems
- databases