Enhancing Split Learning with Sharded and Blockchain-Enabled SplitFed Approaches

Computer Science

• Blockchain 100%
• Federated machine learning 50%
• Learning System 12%
• Learning Approach 12%
• Superior Performance 12%
• Learning Technique 12%
• Distributed Learning 12%
• Operating Condition 12%
• Hybrid Approach 12%
• Communication Overhead 12%
• Consensus Mechanism 12%
• Evaluation Mechanism 12%
• Collaboration 12%

Keyphrases

• SplitFed 100%
• Data Poisoning Attack 4%
• Hybrid Approach 4%
• Data Poisoning 4%
• Integrity Attacks 4%