Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning.
Rouzbeh BehniaMohammadreza EbrahimiArman RiasiBalaji PadmanabhanThang HoangPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- vertically partitioned data
- machine learning
- scalar product
- multi party
- sensitive data
- secure multiparty computation
- horizontally partitioned data
- privacy preserving data mining
- homomorphic encryption
- privacy preservation
- privacy concerns
- user privacy
- sensitive information
- privacy protection
- preserving privacy
- data privacy
- differential privacy
- provide efficient solutions
- partitioned data
- horizontally partitioned
- privacy sensitive
- private information
- data perturbation
- record linkage
- privacy preserving association rule mining
- data publishing
- private data
- privacy issues
- data model
- privacy preserving classification
- secure multi party computation
- encryption scheme
- naive bayesian classification
- data mining