CHFDS: Clustered-based Hierarchical Federated Learning Framework with Differential Privacy and Secure Aggregation

Keyphrases

• Differential Privacy 100%
• Federated Learning System 100%
• Secure Aggregation 100%
• Hierarchical Federated Learning 100%
• Data Security 66%
• Federated Learning 66%
• Security Issues 33%
• Training Data 33%
• Training Process 33%
• Training Accuracy 33%
• Data Distribution 33%
• Identically Distributed 33%
• Clustering Process 33%
• Privacy Concerns 33%
• Data Privacy 33%
• Private Security 33%
• Traditional Machine Learning 33%
• Data Balance 33%
• Non-independent and Identically Distributed Data 33%
• Clustered Federated Learning 33%
• Privacy Leakage 33%

Computer Science

• Learning Framework 100%
• Differential Privacy 100%
• Federated Learning 100%
• Data Security 40%
• Training Process 20%
• Data Distribution 20%
• Security and Privacy 20%
• Data Center 20%
• Training Dataset 20%
• clustering process 20%
• Data Privacy 20%
• Private Security 20%
• Privacy Leakage 20%
• Machine Learning 20%
• Learning System 20%