Suboptimal Biomedical Diagnostics in the Presence of Random Perturbations in the Data

Tatarkanov, Aslan A.; Lampezhev, Abas; Polezhaev, Dmitry; Tekeev, Ruslan

doi:10.14445/22315381/ijett-v70i11p213

Cited by 2 publications

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“…Improving means and methods for ensuring the security of such objects of the information environment as computing tools, and communication data and channels that provide the receipt and processing (in terms of presentation, storage or transmission) of the necessary information is a natural process of information technology development in various spheres of human activity (Kaur and Ramkumar 2022). The emergence of new risks regarding information security is associated with the emergence of new information technologies, with an increase in the volume of transmitted information and media data, including data in the field of medicine and telemedicine (Tatarkanov et al, 2022a) (Tatarkanov et al, 2022b). But at the same time, as a rule, the results of increasing the degree of information security do not reflect the significant time and financial costs that are requested to conduct research for this purpose (Syed et al 2022).…”

Section: Introductionmentioning

confidence: 99%

Assessment of the actual security of the information system by studying the equivalence of the applied technologies

Tatarkanov,

Glashev,

Nazarova

2023

Rev. colomb. comput.

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This research is devoted to one of the urgent problems in the field of security provision, implemented in various areas of human activity related to information systems. It is associated with a typical situation of discrepancy between the costs of improving security methods and the level of security achieved in this case. It is shown that one of the most promising methodological approaches aimed at finding a solution to this problem is related to the study of the prospects for adapting existing solutions with integration into the computing environment that implement the new technology. In accordance with this concept, the equivalent transition between information technologies should be implemented while maintaining the level of overall information security. The main research goal was determined – it concerns the development of an analytical model for controlling the equivalence of information technologies in information security systems. The current state in the field of information security was analyzed. It was revealed that the tools and mechanisms existing today and presented on the relevant market that prevent risks and threats to the functioning of information systems associated with data theft and distortion are “narrow”, that is, adapted to solving local problems facing attackers.

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Section: Introductionmentioning

confidence: 99%

Assessment of the actual security of the information system by studying the equivalence of the applied technologies

Tatarkanov,

Glashev,

Nazarova

2023

Rev. colomb. comput.

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“…In general, within the framework of medicine, a prodigious amount of data must be considered one way or another during ongoing manipulations, which means that this data must be stored and actively used in developed medical systems. It should also be understood that the increase in the amount of targeted information within telemedicine systems (TMS) is caused by the need to ensure security and confidentiality, which also requires the use of a large number of resources [9][10][11]. For example, a method can handle security issues in electronic patient health information/records and other telemedicine applications.…”

Section: Introductionmentioning

confidence: 99%

Forming the Architecture of a Multi-Layered Model of Physical Data Storage for Complex Telemedicine Systems

Polezhaev,

Tatarkanov,

Alexandrov

2023

HighTech. Innov. J.

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The relevance of this research is determined by the need to study the issues of improving data storage technologies for complex telemedicine systems. The objective is to create a multi-layered data storage model for complex telemedicine systems to ensure the most complete use of their capacity and the timely expansion of existing storage. The research is conducted on the basis of an analysis of existing opportunities and problems in the field of data storage technologies. An analysis of the main features of the development of data storage technologies revealed that the existing models have no detailed description of the recording and physical storage of data bits, which is necessary for describing the storage process. Different architectures are reviewed, and their strengths and weaknesses are discussed. Within the framework of a demonstration experiment using the Kohonen neural network apparatus as a tool for solving the problem of placing objects in accordance with the required parameters, it is shown that the proposed storage system resource management model is operable and allows solving the problem of rational use of physical resources. As a result, a multilevel model of data storage is proposed, which combines the levels of storage process organization and technology. The distinguishing feature of this method is the comparison of storage organization levels, data media, and characteristics of physical storage and stored files. Doi: 10.28991/HIJ-2023-04-04-09 Full Text: PDF

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Suboptimal Biomedical Diagnostics in the Presence of Random Perturbations in the Data

Cited by 2 publications

References 0 publications

Assessment of the actual security of the information system by studying the equivalence of the applied technologies

Assessment of the actual security of the information system by studying the equivalence of the applied technologies

Forming the Architecture of a Multi-Layered Model of Physical Data Storage for Complex Telemedicine Systems

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