Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning.
Rui HuYanmin GongYuanxiong GuoPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- multi party
- private information
- sensitive information
- privacy concerns
- private data
- differential privacy
- vertically partitioned data
- privacy requirements
- privacy protection
- data privacy
- secure multiparty computation
- data perturbation
- personal data
- data transformation
- sensitive data
- data anonymization
- privacy sensitive
- data mining
- privacy issues
- preserving privacy
- partitioned data
- horizontally partitioned