Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain

Keyphrases

• Trainer 100%
• Blockchain 100%
• Collaborative Machine Learning 100%
• Proof of Contribution 100%
• Data Market 50%
• Aggregator 33%
• Training Model 33%
• Project Owner 33%
• Data Owner 33%
• Private Data 16%
• Distributed Storage 16%
• Universal Design 16%
• Removing Outliers 16%
• Privacy-preserving 16%
• Storage Infrastructure 16%
• Evade 16%
• Processing Node 16%
• Data Movement 16%
• Verifiability 16%
• Decentralized Model 16%
• Outlier Detection 16%
• Hyperparameters 16%
• Project Model 16%
• Zero-knowledge Proof 16%
• Malicious Parties 16%
• Smart Contract 16%
• Blockchain-based 16%
• Marketplace Design 16%
• Reward Allocation 16%
• Blockchain Smart Contract 16%
• Data Marketplace 16%
• Federated Learning System 16%
• Contribution Assessment 16%

Computer Science

• Blockchain 100%
• Machine Learning 100%
• Learning System 100%
• Smart Contract 66%
• Training Model 33%
• Building-Blocks 33%
• Universal Design 33%
• Privacy Preserving 33%
• Storage Infrastructure 33%
• Outlier Detection 33%
• Processing Node 33%
• Knowledge Proof 33%
• Federated Learning 33%