PPCSA: Partial Participation-Based Compressed and Secure Aggregation in Federated Learning

Keyphrases

• Aggregation Algorithm 16%
• Communication Bits 33%
• Compression Method 16%
• Compression Operators 16%
• Convergence Accuracy 16%
• Data Plans 16%
• Learning Requirement 16%
• Low-bandwidth Communication 16%
• Partial Participation 100%
• Secure Aggregation 100%
• User Device 33%

Computer Science

• Communication Bandwidth 33%
• Deep Learning Model 33%
• Differential Privacy 33%
• Federated Learning 100%
• Network Connection 33%
• Sensitive Informations 33%