Integrating Merkle Trees with Transformer Networks for Secure Financial Computation

Integrating Merkle Trees with Transformer Networks for Secure Financial Computation

In this paper, the Merkle-Transformer model is introduced as an innovative approach designed for financial data processing, which combines the data integrity verification mechanism of Merkle trees with the data processing capabilities of the Transformer model. A series of experiments on key tasks, s...

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Bibliographic Details
Main Authors: Xinyue Wang, Weifan Lin, Weiting Zhang, Yiwen Huang, Zeyu Li, Qian Liu, Xinze Yang, Yifan Yao, Chunli Lv
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
financial computation model
Merkle tree
secure data handling
deep learning
artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/14/4/1386

Internet

https://www.mdpi.com/2076-3417/14/4/1386

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