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Federated Learning - Coggle Diagram
Federated Learning
Application areas
Healthcare and medical system
Finance and banking
Fraud detection
Credit scoring
transactions and digital payments
Anti-money laundering and compliance
IoT
Computer vision
Facial recognition and biometry
Autonomous vehicles
System model and design
Data Partitioning
Horizontal federated learning
Vertical federated learning
Federated transfer learning
Challenges
Data heterogeneity
Communication cost
Security considerations for data integrity
and availability
Privacy issues
Client selection
Aggregation algorithms