The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

Purchina, Оlga; Poluyan, Anna; Fugarov, Dmitry

doi:10.1051/e3sconf/202125806052

Cited by 11 publications

(3 citation statements)

References 12 publications

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“…we will assume the retention of elements with high convergence from groups of clones and the rejection of the remaining cloned individuals [15]. Cloning suppression involves the selection of elements with high convergence from a time set that is composed of parent elements and groups of clones that have a convergence higher than the parent elements and are not in the parent population [16].…”

Section: The Main Partmentioning

confidence: 99%

An algorithm based on artificial intelligence for solving information security tasks

2023

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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.

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Section: The Main Partmentioning

confidence: 99%

An algorithm based on artificial intelligence for solving information security tasks

2023

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“…Among the advantages of this protocol is its independence from the protocol of an applied nature. HTTP, FTP, TELNET can be superimposed on top of the protocol in question [5]. At the same time, the transparency of the system will be preserved, in other words, this protocol will coordinate the encryption algorithm and the key, perform authentication of the server before transmitting or accepting the first byte of information [6].…”

Section: Introductionmentioning

confidence: 99%

Improving the security level of the information system using the SSL protocol

Purchina

Poluyan²,

Fugarov³

2023

E3S Web Conf.

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An important role in the organization of production sites is played by the security of information for the process of planning the management of the production site. Information security is a very important component of any information system used on the production site. Improving the quality of information system security can be achieved only by a set of data protection measures. The results of the implementation of these measures should provide a clear picture of the information system used, about users, about the separation of powers, etc., which will allow making the right management decisions in the event of an intrusion into the system. Improving the security of information systems, taking into account modern requirements of information security policies, involves the development of data protection concepts and the introduction of the latest encryption methods into the information system. The paper presents the concept of building an information system using data encryption based on SSL encryption. SSL — Secure Socket Layer, the level of secure sockets. SSL encryption is characterized by the creation of a cipher with a public key. This allows you to authenticate the user and the server by resorting to digital signature technology. In addition, this is how the session key is generated to develop a fast symmetric cipher algorithm, which allows you to encrypt a large mass of information.

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“…Among the advantages of this protocol is its independence from the application layer protocol. HTTP, FTP, and TELNET can be overlaid on top of the protocol in question [7]. In this event, system transparency will be preserved.…”

Section: Introductionmentioning

confidence: 99%

Securing an Information System via the SSL Protocol

Purchina¹,

Poluyan²,

Fugarov³

2022

IJSSE

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The aim of the study is to improve the quality and level of security of an information system for monitoring cargo vehicles at production sites via modern encryption methods, which will provide for accurate management decisions in the event of a system breach. In accordance with modern requirements of information security policies, enhancement of information system security assumes the development of data protection concepts and the implementation of the most advanced encryption methods within the information system. The paper presents the authors’ solution for constructing an information system using SSL-based data encryption, SSL standing for the Secure Socket Layer. The characteristic feature of SSL-based encryption is the creation of a public-key cipher. This enables user and server authentication via digital signature technology. In addition, the method produces a session key that can be used to develop a fast symmetric cipher algorithm that allows encrypting of large arrays of information. Based on the proposed concept, the authors develop an information system for monitoring cargo vehicles at production sites that employs SSL-based encryption.

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The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

Cited by 11 publications

References 12 publications

An algorithm based on artificial intelligence for solving information security tasks

An algorithm based on artificial intelligence for solving information security tasks

Improving the security level of the information system using the SSL protocol

Securing an Information System via the SSL Protocol

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