E3S Web Conf.
Volume 371, 2023International Scientific Conference “Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East” (AFE-2022)
|Number of page(s)||5|
|Section||Innovations in Environmental Engineering|
|Published online||28 February 2023|
An algorithm based on artificial intelligence for solving information security tasks
Don State Technical University, Gagarin square 1, 344000 Rostov-on-Don, Russia
* Corresponding author: firstname.lastname@example.org
In the age of rapidly developing information technologies, when the process of informatization has long touched almost all aspects of human life, it is impossible to imagine a single company that would not use a computer network for its functioning. And also with the development of the software and hardware infrastructure of companies, security requirements are growing. But business development through the introduction of the Internet only increases the number of threats associated with the availability, integrity and confidentiality of information. The development of antivirus software, intrusion detection and prevention systems does not fundamentally change the statistics on the number of attacks on enterprises. The number and variety of attacks on information systems is growing every year, and financial losses from the introduction of computer viruses and unauthorized access to the system are growing proportionally. Artificial intelligence (AI) is present in all areas of our activities. Whether it is a household area or a commercial one. In this regard, the use of AI in the fields of information security is more often observed, which is a promising area of research. The article describes the ways of possible application of artificial intelligence methods in the field of information protection, and also proposes an algorithm for the system of information protection from abnormal requests. The use of an artificial immune algorithm makes it possible to increase the effectiveness of threat detection by comparison with existing analogues. A distinctive feature of these methods is the ability of these systems to solve multidimensional problems of enormous computational complexity in real time.
© The Authors, published by EDP Sciences, 2023
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.