When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm

Keyphrases

• Distributed Learning 100%
• Learning Paradigm 100%
• Blockchain 100%
• Federated Learning 100%
• Central Server 40%
• Federated Learning System 40%
• Aggregation Behavior 20%
• Data Sharing 20%
• Poisoning 20%
• Resource Allocation 20%
• Learning Environment 20%
• Learning Process 20%
• Watermarking 20%
• User Equipment 20%
• Learning Model 20%
• Privacy Concerns 20%
• Consistent Learning 20%
• Fully Decentralized 20%
• Distributed Machine Learning 20%
• Computing Capabilities 20%
• Pseudo-noise Sequence 20%
• Training Model 20%
• Privacy Leakage 20%
• Malicious Clients 20%
• Single Point of Failure 20%
• Adding Noise 20%
• Model Aggregation 20%
• Machine Learning Paradigms 20%
• Local Differential Privacy 20%
• Decentralized Federated Learning 20%
• Self-paced Learning 20%

Computer Science

• Distributed Learning 100%
• Blockchain 100%
• Federated Learning 100%
• Learning Framework 28%
• Experimental Result 14%
• Resource Allocation 14%
• Differential Privacy 14%
• Learning Process 14%
• Privacy Concern 14%
• Distributed Machine Learning 14%
• Data Sharing 14%
• Training Model 14%
• Privacy Leakage 14%
• Malicious Client 14%
• Single Point of Failure 14%