Privacy-Preserving in Blockchain-based Federated Learning Systems.
K. M. SameeraSerena NicolazzoMarco ArazziAntonino NoceraRafidha Rehiman K. A.Vinod PMauro ContiPublished in: CoRR (2024)
Keyphrases
- learning systems
- privacy preserving
- privacy preserving data mining
- privacy preservation
- multi party
- vertically partitioned data
- learning environment
- learning process
- private information
- privacy concerns
- learning styles
- privacy issues
- data sources
- record linkage
- preserving privacy
- horizontally partitioned data
- data privacy
- machine learning
- sensitive information
- privacy protection
- scalar product
- differential privacy
- adaptive systems
- databases
- secure multiparty computation
- digital libraries
- privacy preserving classification
- privacy preserving data mining algorithms
- privacy preserving association rule mining
- horizontally partitioned
- partitioned data
- medical images
- privacy requirements
- privacy guarantees
- data publishing
- private data
- cloud computing