HBMD-FL: Heterogeneous federated learning algorithm based on blockchain and model distillation

Keyphrases

• Learning Algorithm 100%
• Blockchain 100%
• Federated Learning 100%
• Heterogeneous Federated Learning 100%
• Model Distillation 100%
• Poisoning Attack 75%
• Central Server 50%
• Single Point of Failure 50%
• Heterogeneous Model 50%
• Copyright 25%
• Switzerland 25%
• Springer Nature 25%
• Algorithm Comparison 25%
• Exclusive License 25%
• Model Requirements 25%
• Global Model 25%
• Model Accuracy 25%
• Privacy Data 25%
• Validation Algorithm 25%
• Distributed Machine Learning 25%
• Distillation Technology 25%
• Machine Learning Framework 25%

Computer Science

• Learning Algorithm 100%
• Blockchain 100%
• Federated Learning 100%
• Single Point of Failure 33%
• Experimental Result 16%
• Learning Framework 16%
• Data Privacy 16%
• Requirements Models 16%
• Distributed Machine Learning 16%
• Model Accuracy 16%