526互联

privacy-preserving

《DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-based Incentive》论文笔记

本文的研究背景： 在各种机器学习任务中，深度学习可以实现比传统机器学习算法更高的精度。最近，保护隐私的深度学习引起了信息安全界的极大关注，其中训练数据和训练模型都不会被暴露。联合学习是一种流行的学习机制，其中多方将局部梯度上传到服务器，服务器使用收集的梯度更新模型参数。然而，在联合学习中存在许多被忽 ......
Privacy-Preserving Blockchain-based Blockchain Preserving DeepChain

19 An efficient and privacy-preserving aggregation scheme for secure smart grid communications

![](https://img2023.cnblogs.com/blog/1954056/202304/1954056-20230407170721285-539087587.png)![](https://img2023.cnblogs.com/blog/1954056/202304/195405... ......
privacy-preserving communications aggregation preserving efficient

11 zkrpChain Towards multi-party privacy-preserving data auditing for consortium blockchains based on zero-knowledge range proofs

![](https://img2023.cnblogs.com/blog/1954056/202304/1954056-20230407170611339-1868056177.png)![](https://img2023.cnblogs.com/blog/1954056/202304/19540... ......
privacy-preserving zero-knowledge multi-party blockchains consortium
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