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A decentralized data marketplace design for federated learning that uses a blockchain-based Proof-of-Contribution (PoC) mechanism to reward participants based on the quality of their data contributions while maintaining privacy.
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This is primarily an academic artifact (associated with an arXiv paper) rather than a software product. While the problem of fair reward distribution in decentralized FL is non-trivial, the project shows zero community adoption (0 stars) and no development activity in over three years. It serves as a theoretical framework and reference implementation for researchers rather than a defensible infrastructure project.
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