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In this paper, we propose a federated trustworthy energy regulation scheme based on on-chain and off-chain collaboration. In this scheme, we first design a verification proof off-chain to ensure that, once uploaded on-chain, smart contracts can validate the off-chain data based on this proof. Additionally, since the computational complexity and volume of aggregation operations are lower compared to training, we place the aggregation operator on the blockchain, computed by full nodes with sufficient computational resources, to ensure the trustworthiness of on-chain aggregation.

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Federated Trustworthy Energy Regulation Scheme Based on On-Chain and Off-Chain Collaboration

  • 会议论文

  • 发表日期：

    2026年

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  • Chen Zhang,
  • Cui Zhang,
  • Hui Yang,
  • Qiuyan Yao

摘要

In this paper, we propose a federated trustworthy energy regulation scheme based on on-chain and off-chain collaboration. In this scheme, we first design a verification proof off-chain to ensure that, once uploaded on-chain, smart contracts can validate the off-chain data based on this proof. Additionally, since the computational complexity and volume of aggregation operations are lower compared to training, we place the aggregation operator on the blockchain, computed by full nodes with sufficient computational resources, to ensure the trustworthiness of on-chain aggregation.