GAN-Based Key Secret-Sharing Scheme in Blockchain.

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ID: 92471
2020
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Abstract
In this article, we propose a key secret-sharing technology based on generative adversarial networks (GANs) to address three major problems in the blockchain: 1) low security; 2) hard recovery of lost keys; and 3) low communication efficiency. In our scheme, the proposed network plays the role of a dealer and treats the secret-sharing process as a classification issue. The key idea is to view the secret as an image during the secret-sharing process. If the user's private key is text, we can covert the key text into an image called the original image. Specifically, we first divide the original image into original subimages by the image segmentation. Next, we encode each original subimage by DNA coding. Finally, we train the proposed network to find the key secret-sharing results. Our proposed scheme is not only a significant extension of the GANs but also a new direction for the key secret-sharing technology. The simulation results show that the scheme is secure, and both flexible and efficient in communication.
Reference Key
zheng2020ganbasedieee Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Zheng, Wenbo;Wang, Kunfeng;Wang, Fei-Yue;
Journal ieee transactions on cybernetics
Year 2020
DOI
10.1109/TCYB.2019.2963138
URL
Keywords
blockchain distributed trust mobile ad-hoc network (manet) optimized link state routing protocol (olsr)

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