Differential Privacy in HyperNetworks for Personalized Federated Learning

Keyphrases

• Privacy Protection 100%
• Differential Privacy 100%
• Hypernetwork 100%
• User Level 100%
• Personalized Federated Learning 100%
• Data Owner 50%
• Privacy Concerns 50%
• Collaborative Learning 50%
• Benchmark Dataset 50%
• Local Model 50%
• Sensitivity Bounds 50%
• Privacy Loss 50%
• Federated Learning 50%
• Formal Privacy 50%
• Federated Learning System 50%
• Privacy Model 50%
• Intensive Evaluation 50%

Computer Science

• Differential Privacy 100%
• Federated Learning 100%
• Privacy Protection 66%
• Learning Framework 33%
• Collaborative Learning 33%