A privacy preserving framework for federated learning in smart healthcare systems

Keyphrases

• Federated Learning 100%
• Smart Healthcare System 100%
• Privacy-preserving Framework 100%
• Physiological Data 42%
• Source Inference 42%
• Inference Attack 42%
• Edge Computing Device 28%
• Joint Training 28%
• Ring Signature 28%
• Batch Verification 28%
• Machine Learning Models 14%
• Training Data 14%
• Mobile Phone 14%
• Success Rate 14%
• Internet of Things 14%
• Wearable Devices 14%
• Attacker 14%
• Local Data 14%
• Learning Model 14%
• Signature Verification 14%
• Verification Algorithm 14%
• Disease Prediction 14%
• Linear Operation 14%
• Certificateless Ring Signature 14%
• Central Server 14%
• Large number of Users 14%
• Healthcare Framework 14%
• Parameter Update 14%
• Tablet Computer 14%
• Disease Model 14%
• Verification Method 14%
• Additivity 14%
• Smart Healthcare 14%
• Elliptic Curves 14%

Computer Science

• Federated Learning 100%
• Privacy Preserving 100%
• Physiological Data 42%
• ring signature 42%
• Edge Computing 28%
• Computing Device 28%
• Experimental Result 14%
• Internet of Things 14%
• Training Dataset 14%
• Machine Learning 14%
• Attackers 14%
• Wearable Device 14%
• Signature Verification 14%
• Elliptic Curve 14%