VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems

Keyphrases

• Aggregated Model 33%
• Artificial Intelligence Techniques 33%
• Auditability 33%
• Auditable 100%
• Authenticated Data Structures 33%
• Blockchain 100%
• Blockchain System 100%
• Deep Learning Model 33%
• Evaluation Results 33%
• Federated Learning 100%
• Federated Learning System 66%
• Image Classification 33%
• Learning Task 33%
• Model Learning 33%
• Multiple Models 33%
• Optimization Scheme 33%
• Popular 33%
• Real-world Application 33%
• Search Efficiency 66%
• Secure Federated Learning 33%
• Security Requirements 33%
• Smart City 33%
• Smart Healthcare 33%
• Speech Recognition 33%
• Training Procedure 33%
• Verifiability 33%

Computer Science

• Aggregate Model 20%
• Artificial Intelligence 20%
• Blockchain 100%
• Data Structure 20%
• Deep Learning Model 20%
• Evaluation Result 20%
• Federated Learning 100%
• Image Classification 20%
• Learning Framework 40%
• Security Requirements 20%
• Smart City 20%
• Speech Recognition 20%
• World Application 20%