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Blockchain technology provides a secure and transparent way to record and transfer data. Its decentralized nature, encryption, transparency. This article addresses possible advantages and risks for the protection of privacy and personal data posed by blockchain technologies and. Employ innovative solutions to data protection problems.?? The immutable nature of blockchain data is the one element of the technology which clashes most.

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Protocols are as follows:. The web back-end runs in the PDP back-end network, and the program code is deployed in the blockchain network in the form of smart contracts, while other data resources are stored in the DHT network. It ensures that the service provider cannot collect users' data arbitrarily. Clean-training data can also be useful in validating non-blockchain data for use in AI models.