Implementation and research of the algorithm of cryptographic protection of data with the public key based on the neural network
Journal Title: Вісник Житомирського державного технологічного університету. Серія: Технічні науки - Year 2018, Vol 82, Issue 2
Abstract
The algorithm of cryptographic protection of data with the public key using a multilayer perceptron is implemented. The design of a software solution is an object-oriented class hierarchy. The decomposition is carried out in such a way that it allows easy modifing the system, in particular the possibility of replacing the neural network or the threshold function with other similar components. An experimental study of the software system for comparing the effectiveness of various threshold functions, as well as the effect of parallelization of learning algorithms on the algorithm's speed was conducted.
Authors and Affiliations
S. I. Bondarchuk, V. N. Kovalchuk, A. M. Kovalchuk, A. A. Yefimenko
Keywords
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Implementation and research of the algorithm of cryptographic protection of data with the public key based on the neural network
The algorithm of cryptographic protection of data with the public key using a multilayer perceptron is implemented. The design of a software solution is an object-oriented class hierarchy. The decomposition is carried ou...