Efficient and Secure Federated Learning with Verifiable Weighted Average Aggregation

Keyphrases

• Cloud Server 100%
• Local Data 100%
• Secure Federated Learning 100%
• Global Model 66%
• Federated Learning 66%
• Number of Participants 33%
• Privacy-preserving 33%
• Verification Method 33%
• Local Model 33%
• Weighted Data 33%
• Security Analysis 33%
• Corrupt 33%
• Federated Learning System 33%
• Learning Scheme 33%
• Provable Security 33%
• Masking Scheme 33%
• Efficient Verification 33%
• Weighted Gradient 33%
• Verifiable Aggregation 33%

Computer Science

• Weighted Average 100%
• Federated Learning 100%
• Sensitive Informations 25%
• Privacy Preserving 25%
• Security Analysis 25%
• Learning Scheme 25%
• provably secure 25%
• Learning System 25%