FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data

Keyphrases

• Privacy-preserving Machine Learning 100%
• Machine Learning Models 100%
• Vertically Partitioned Data 100%
• Peer-to-peer Communication 66%
• Federated Learning 66%
• Training Time 66%
• Vertical Federated Learning 66%
• Logistic Support 33%
• Collaborative Training 33%
• Privacy-preserving 33%
• Logistic Regression 33%
• Complete Set 33%
• Support Vector Machine 33%
• Two-party 33%
• Multiple Machines 33%
• Data Transfer 33%
• Model Update 33%
• Encryption Scheme 33%
• Functional Encryption 33%
• Horizontal Federated Learning 33%
• Gradient Computation 33%
• Regression Vectors 33%
• Multiple Parties 33%

Computer Science

• Privacy Preserving 100%
• Federated Learning 100%
• Partitioned Data 100%
• Machine Learning 50%
• Learning System 50%
• Encryption Scheme 16%
• Multiple Machine 16%
• Gradient Computation 16%
• Support Vector Machine 16%
• Logistic Regression 16%
• Logistics Support 16%