Please use this identifier to cite or link to this item:
https://dspace.ncfu.ru/handle/20.500.12258/3742
Title: | The effective neural network implementation of the secret sharing scheme with the use of matrix projections on FPGA |
Authors: | Chervyakov, N. I. Червяков, Н. И. Babenko, M. G. Бабенко, М. Г. Kucherov, N. N. Кучеров, Н. Н. Garyanina, A. I. Гарянина, А. И. |
Keywords: | Matrix projections;Neural network of a finite ring;Secret sharing schemes;Artificial intelligence |
Issue Date: | 2015 |
Publisher: | Springer Verlag |
Citation: | Chervyakov, N.I., Babenko, M.G., Kucherov, N.N., Garianina, A.I. The effective neural network implementation of the secret sharing scheme with the use of matrix projections on FPGA // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). - 2015. - Volume 9142. - Pages 3-10 |
Series/Report no.: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Abstract: | In this paper neural network implementation of the modified secret sharing scheme based on a matrix projection is offered. Transition from a finite simple Galois field to a complex field allows to reduce by 16 times memory size, necessary for storage of the precalculated constants. Implementation of the modified secret sharing scheme based on a matrix projection with use of the neural network of a finite ring for execution of modular arithmetical addition and multiplication operations in a finite field allows to save on average 30% of the device area and increases the speed of scheme’s work on average by 17% |
URI: | https://www.scopus.com/record/display.uri?eid=2-s2.0-84947547236&origin=resultslist&sort=plf-f&src=s&nlo=1&nlr=20&nls=afprfnm-t&affilName=north+caucasus+federal+university&sid=2b58301f3b6527e7b3146829ec448bcf&sot=afnl&sdt=cl&cluster=scopubyr%2c%222015%22%2ct&sl=53&s=%28AF-ID%28%22North+Caucasus+Federal+University%22+60070541%29%29&relpos=48&citeCnt=7&searchTerm= http://hdl.handle.net/20.500.12258/3742 |
Appears in Collections: | Статьи, проиндексированные в SCOPUS, WOS |
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scopusresults 703 .pdf Restricted Access | 20.16 MB | Adobe PDF | View/Open |
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