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March 3, 2026International Journal of Machine Learning and Cybernetics0 citations

Deep learning-based blockchain framework for fraud detection using multilevel supervision in hierarchical generative hashing

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IHIhab K. A. HamdanWAWulamu AziguliDZDezheng Zhang

Key Points

  • The outcome indicates improved fraud detection accuracy with deep learning methods applied to blockchain technology.
  • Key evidence shows that fraud detection rates reached up to 95% in tested scenarios, enhancing trust in blockchain.
  • Assessment using a deep learning-based blockchain framework highlights the effectiveness of multilevel supervision techniques.
  • This approach may enable more secure financial transactions, although further data validation is needed.
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Cite This Study

Hamdan et al. (2026) studied this question.

synapsesocial.com/papers/69a75a39c6e9836116a1fcdfhttps://doi.org/10.1007/s13042-025-02916-2
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