ACM Computing Surveys· 2026Q1· Review
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
- 12citations
- Q1SCImago
- 2026year
Short summary
This survey introduces a new taxonomy for federated learning (FL) by categorizing methods based on whether they share models, synthetic data, or knowledge, offering a novel perspective on FL research.
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Artificial IntelligenceComputer Science