GAN-Based Key Secret-Sharing Scheme in Blockchain
文献类型：期刊论文
| 作者 | Zheng, Wenbo1,3; Wang, Kunfeng2,3 ; Wang, Fei-Yue3
|
| 刊名 | IEEE TRANSACTIONS ON CYBERNETICS
 |
| 出版日期 | 2021 |
| 卷号 | 51期号:1页码:393-404 |
| 关键词 | DNA Gallium nitride Blockchain Cryptography Generative adversarial networks Encoding Training Classification generative adversarial network (GAN) image segmentation secret sharing |
| ISSN号 | 2168-2267 |
| DOI | 10.1109/TCYB.2019.2963138 |
| 通讯作者 | Wang, Kunfeng(wangkf@mail.buct.edu.cn) |
| 英文摘要 | 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. |
| WOS关键词 | GENERATIVE ADVERSARIAL NETWORKS ; VISUAL CRYPTOGRAPHY ; IMAGE ; SECURITY ; ALGORITHM ; TECHNOLOGY ; ENCRYPTION |
| 资助项目 | National Key Research and Development Program of China[2018YFC1704400] ; National Natural Science Foundation of China[U1811463] |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000602709000033 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | National Key Research and Development Program of China ; National Natural Science Foundation of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/42523]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Wang, Kunfeng |
| 作者单位 | 1.Xi An Jiao Tong Univ, Sch Software Engn, Xian 710049, Peoples R China 2.Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zheng, Wenbo,Wang, Kunfeng,Wang, Fei-Yue. GAN-Based Key Secret-Sharing Scheme in Blockchain[J]. IEEE TRANSACTIONS ON CYBERNETICS,2021,51(1):393-404. |
| APA | Zheng, Wenbo,Wang, Kunfeng,&Wang, Fei-Yue.(2021).GAN-Based Key Secret-Sharing Scheme in Blockchain.IEEE TRANSACTIONS ON CYBERNETICS,51(1),393-404. |
| MLA | Zheng, Wenbo,et al."GAN-Based Key Secret-Sharing Scheme in Blockchain".IEEE TRANSACTIONS ON CYBERNETICS 51.1(2021):393-404. |
入库方式： OAI收割
来源：自动化研究所
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