HyperFed: Free-riding Resistant Federated Learning with Performance-based Reputation Mechanism and Adaptive Aggregation using Hypernetworks

Keyphrases

• Performance-based 100%
• Free-riding 100%
• Reputation System 100%
• Federated Learning 100%
• Hypernetwork 100%
• Adaptive Aggregation 100%
• Aggregation Behavior 66%
• Learning Techniques 66%
• Latency 33%
• Training Data 33%
• Upload 33%
• Operating Cost 33%
• Convergence Rate 33%
• Negative Effects 33%
• Cloud Services 33%
• Security Privacy 33%
• Global Model 33%
• Edge Nodes 33%
• Free Rider 33%
• Data Leakage 33%
• Traditional Machine Learning 33%
• Machine Learning Solutions 33%
• Privacy Data 33%
• AI Models 33%
• Local Datasets 33%
• FedAvg 33%
• EMNIST Dataset 33%
• Main Server 33%

Computer Science

• free-riding 100%
• Federated Learning 100%
• Learning Technique 66%
• Training Data 33%
• free-rider 33%
• Data Privacy 33%
• Negative Effect 33%
• Speed Convergence 33%
• Operating Expense 33%
• Machine Learning 33%
• Learning System 33%
• Artificial Intelligence 33%