Enabling Privacy-Preserving Edge AI Federated Learning Enhanced with Forward-Forward Algorithm

Keyphrases

• Edge AI 100%
• Privacy-preserving 100%
• Federated Learning 100%
• Forward-backward Algorithm 100%
• Training Model 75%
• Backpropagation 50%
• Complex Dataset 25%
• Smart City 25%
• Healthcare 25%
• Privacy Concerns 25%
• On chip 25%
• Resource Availability 25%
• Data Security 25%
• Memory Resource 25%
• Delivery Efficiency 25%
• Data Service 25%
• Back Propagation Algorithm 25%
• Broad Adoption 25%
• Edge Devices 25%
• Swish 25%
• Collaborative Training 25%
• Artificial Intelligence 25%
• Limited Computational Resources 25%
• Memory Overhead 25%
• Traditional Techniques 25%
• Service Delivery 25%
• Loss Function 25%
• Efficient Deployment 25%
• Federated Learning System 25%
• Operational Efficiency 25%
• Chip Model 25%
• Decentralized Data Processing 25%
• Privacy Security 25%

Computer Science

• Forward Algorithm 100%
• Privacy Preserving 100%
• Artificial Intelligence 100%
• Federated Learning 100%
• Training Model 60%
• Learning Framework 20%
• Service Delivery 20%
• Memory Resource 20%
• Data Processing 20%
• Sensitive Informations 20%
• Smart City 20%
• Computational Resource 20%
• Data Security 20%
• Privacy Concern 20%
• Technical Challenge 20%
• Operational Efficiency 20%