Adaptation of mechanisms of artificial immune systems for cooperative resistance to threats of intrusion into autonomous information and telecommunication facilities
Автор: Skatkov A.V., Moiseev D.V., Bryukhovetsky A.A.
Журнал: Инфокоммуникационные технологии @ikt-psuti
Рубрика: Технологии телекоммуникаций
Статья в выпуске: 4 т.19, 2021 года.
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In this paper, the authors continue their research on the adaptation of the mechanisms of artificial immune systems by modifying classical mathematical models in accordance with the specifics of artificial immune systems, which allowed them to significantly increase their effectiveness in predicting the state of the object of control - solving the identification problem, which consists in finding the capacities of the sources of resource degradation (virus attack) of an autonomous information and telecommunications system according to available experimental data. The paper proposes models of cooperative interaction of several autonomous information and telecommunication systems, the protection of which is built on the basis of artificial immune systems. It is well-known that nowadays many methods based on the principles of immunology are expanding, and artificial immune systems are of the greatest interest among researchers due to the properties of special mechanisms of memory, search, recognition, adaptation, etc. The paper for the first time suggests the use of mechanisms for the transfer of antiviral databases between the artificial immune system of the donor and the artificial immune system of the acceptor. The results of a computational experiment are obtained, indicating the potential effectiveness of the proposed algorithms.
Artificial intelligence, unmanned means of control, artificial immune systems, cooperative systems
Короткий адрес: https://sciup.org/140293917
IDR: 140293917