Telecommunication systems, networks and devices
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ANALYTICAL REVIEW OF AUGMENTED AND MIXED REALITY SYSTEMS IN THE CONTEXT OF INDUSTRY 4.0
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A. Golubkin, R. Pirmagomedov
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Abstract: Augmented reality systems are gaining popularity for solving problems in the field of production optimization and employee training. The article discusses augmented reality systems in the context of Industry 4.0. The analysis, generalization and synthesis of scientific publications on this topic was carried out. This article presents up-to-date information about the scientific and technological state of affairs in the field of the use of augmented reality systems in industrial enterprises, which can be useful to both scientific and engineering workers.
Keywords: augmented reality, mixed reality, industry 4.0.
DOI 10.31854/2307-1303-2021-9-4-1-27 |
System analysis, information management and processing, statistics
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DEVELOPMENT OF THE COLLECTIVE INFRASTRUCTURE OF A MUNICIPAL ENTERPRISE IN THE DIGITAL ECONOMY
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V. Nikolaev, E. Kolomiets, E. Zaitsev
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Abstract: At present, the widespread introduction and use of information technologies is the main trend that determines the development of the national industry in the digital economy. An indisputable fact is that the use of computer tools and information systems in the management of a research and production company at this stage of economic development provides a number of advantages, namely, in competition. The use of computerized information systems can significantly improve the technical and financial performance of the company. Today information, especially financial information, is not only a resource, but also an innovative product. The article analyzes and substantiates the main directions of development of various types of support, information and data processing and related financial resources for the automation of scientific and production processes. The impact of digitalization of technologies and management techniques on the economic performance of scientific and production processes is assessed. The importance of introducing modern and economical information technologies into the processes of business functions is realized. The analysis revealed the main trends in the development of the business management system. Maintaining the required level of resources is ensured through the use of functional subsystems. They perform their tasks common to the entire financial information system. The processes of development and management of scientific and production processes in the digital economy are closely related to the concept of "economic information system", which is a set of software, technical, organizational and personal tools combined into a single information system for the purpose of collecting, storing, processing and transferring financial information required to perform business management functions.
Keywords: digital economy research and production enterprise, information technology, economic information, economic information systems, management systems.
DOI 10.31854/2307-1303-2021-9-4-28-36
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Antennas, microwave devices and their technologies
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CONDITIONS AND FEATURES OF APPLICATION OF RFID TECHNOLOGY IN SUPPLY CHAINS
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P. Vihlyancev, A. Vihlyancev, N. Serdyukov
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Abstract: The subject of this article is the use of radio frequency identification in production and logistics processes, as well as in the processes of wholesale and retail sales. This article analyzes the advantages and limitations of using existing types of RFID tags. Various types of materials and media are considered, the physical properties of which affect the efficiency and applicability of RF marking. Examples of practical application of RFID tags are given. The analysis carried out allows determining the field of application of radio frequency identification, as well as the types of goods that are advisable to be labelled by radio frequency tags. The challenges addressed by RFID reflect their practical relevance in manufacturing, supply and trade.
Keywords: radio frequency identification, RFID, supply chains, radio frequency tags, automatic process control system.
DOI 10.31854/2307-1303-2021-9-4-37-48
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Methods and systems of information protection, information security
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VISUALIZATION AND PROCESSING OF INFORMATION SECURITY EVENTS BASED ON CICIDS DATA 17
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I. Zelichenok
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Abstract: At present, attacks on computer networks continue to develop at a speed that outstrips the ability of information security specialists to create new attack signatures. This article illustrates an approach to preprocessing raw data and visualizing information security events in a live dataset. It is shown how preprocessing and primary knowledge extraction for further use of the processed dataset in machine learning models can be used in the design of machine learning models for intrusion detection systems. A distinctive feature of the work is that the most relevant set CICIDS17 was taken as the studied dataset. Although traditionally considered popular such kits as DARPA2000 and KDD-99, which are more than 20 years old. The article also describes the criteria and characteristics that the set has.
Keywords: information security, big data, visualization, network traffic analysis, intrusion detection systems.
DOI 10.31854/2307-1303-2021-9-4-49-55
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UNIVERSITY INFORMATION SECURITY AUDIT
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I. Makarov, N. Kozyreva
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Abstract: The paper presents the results of a search for information security vulnerabilities as a result of penetration testing carried out in the corporate networks of some higher education institut. Subject of study. The subject of the research is the information resources of various education organizations. Method. Methodology and requirements for conducting audits in accordance with the developed algorithm, as well as ISO27000, ISO017799, ISO15408 standards. Main results. Report on the specific vulnerabilities found typical for universities, as well as recommendations for their elimination. Practical significance. The results of the work can be used for modeling and assessing the security of networks and information systems of universities to solve information security problems.
Keywords: information resources of universities, penetration testing, information security.
DOI 10.31854/2307-1303-2021-9-4-56-67
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