State regulation of the IoT in the Russian Federation: Fundamentals and challenges

Zharova, Anna K.; Elin, Vladimir

doi:10.11591/ijece.v11i5.pp4542-4549

Cited by 3 publications

(2 citation statements)

References 16 publications

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“…Physical objects are no longer cut off from the virtual world; they may now be operated remotely and serve as physical access points to Internet services. This progress is creating enormous potential for the economy as well as for people [20], [63], [78], [115], [116], [134], [146], [188], [189], [196], [197], [232]- [234].…”

Section: Obstacles and Challengesmentioning

confidence: 99%

Insights on the internet of things: past, present, and future directions

Sutikno

Thalmann

2022

TELKOMNIKA

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The internet of things (IoT) is rapidly expanding and improving operations in a wide range of real-world applications, from consumer IoT and enterprise IoT to manufacturing and industrial IoT (IIoT). Consumer markets, wearable devices, healthcare, smart buildings, agriculture, and smart cities are just a few examples. This paper discusses the current state of the IoT ecosystem, its primary applications and benefits, important architectural stages, some of the problems and challenges it faces, and its future. This paper explains how an appropriate IoT architecture that saves data, analyzes it, and recommends corrective action improves the process's ground reality. The IoT system architecture is divided into three layers: device, gateway, and platform. This then cascades into the four stages of the IoT architectural layout: sensors and actuators; gateways and data acquisition systems; edge IT data processing; and datacenter and cloud, which use high-end apps to collect data, evaluate it, process it, and provide remedial solutions. This elegant combination provides excellent value in automatic action. In the future, IoT will continue to serve as the foundation for many technologies. Machine learning will become more popular in the coming years as IoT networks take center stage in a variety of industries.

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Section: Obstacles and Challengesmentioning

confidence: 99%

Insights on the internet of things: past, present, and future directions

Sutikno

Thalmann

2022

TELKOMNIKA

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“…These requirements are defined in both European [8], [9] and Russian legislation [10], [11]. In this regard, the authors of the article made an attempt to solve this complex social problem [12] using mathematical methods. The choice was made in favor of the Bayes methodology, since this method, unlike others, allows the model to be represented in the form of certain probabilities [13].…”

Section: Introductionmentioning

confidence: 99%

The Bayes model for the protection of human interests

Zharova,

Elin,

Levashov

2023

IJECE

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<span lang="EN-US">This article is aimed at solving a number of issues related to the problems, risks, and threats arising from the profiling of human activity. In this study, the Bayesian method was used, to determine the quantitative and qualitative characteristics of personal data for ensuring the security of this data by dint of reducing the redundancy of data processed by artificial intelligence (AI). A thought experiment to test the possibility of reducing the redundancy of personal data processed by AI allows us to conclude that using the Bayesian method allows to protect human rights to privacy. With this approach, instead of the method associated with the collection and accumulation of the most sensitive categories of personal data, we proposed a method that is associated with obtaining probabilistic estimates of the values of the parameters of these data by conducting statistical studies of the specified personal data without their collection and accumulation. The probabilistic estimates of the parameters of some sensitive personal data obtained in this way can replace their exact values and can be used by AI in the criteria for filtering personal data subjects, including for the purpose of making a decision.</span>

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Internet service providers as subjects of prevention of sexual crime on the Internet

Zharova

2023

Law Enforcement Review

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The subject of the article is the provisions of the legislation of the Russian Federation aimed at ensuring the sexual inviolability of a minor.The object of the research is the relations connected with ensuring the sexual inviolability of minors.The Internet serves as an additional tool that facilitates access to minors, their social pages, the impact on the psyche of minors, and the involvement of children in destructive groups. However, not all articles establishing criminal liability for violation of the sexual inviolability of children contain a qualifying feature - this is the use of the Network in the implementation of such activities. Thus, Art. 135 of the Criminal Code of the Russian Federation, which establishes criminal liability for committing indecent acts against minors, does not contain a qualifying feature - the commission of a crime through the use of the Internet.The organization of Internet relations on the Web is carried out by various Internet providers, whose activities are connected both with organizing the communications of network users and with ensuring the circulation of information on the Internet. Based on these theses, the article provides answers to such questions as can acts were committed with the help of Internet technologies to be qualified under Art. 135 of the Criminal Code of the Russian Federation, is the use of Internet technologies by ISPs effective as a tool to combat crimes against the sexual integrity of minors carried out using the Web, and what legal and technical instruments will ensure the sexual integrity of children?The study showed that the norms of the Criminal Law aimed at preventing crimes related to the sexual inviolability of minors are also applicable to acts committed using the Internet. In accordance with the legislation of the Russian Federation, violence can take the form of physical or mental impact on a person, carried out through the Internet. Regarding the possibility of committing indecent acts on the Web, it can also be concluded that such acts can be recognized as depraved, despite the absence of direct physical contact with the body of the victim.States use various methods for determining the content, recognizing images distributed on the Web. The most commonly used technological tool is the information monitoring method. However, the obligation to use this method, both in Russia and in European countries, is not provided for all types of hosting providers.In connection with the analysis of Russian legislation, we can conclude that the possibilities of such hosting providers as the owners of audiovisual services and news aggregators in the field of information monitoring remained unused. Thus, the Federal Law “On Information, Information Technologies and Information Protection” does not contain requirements for the owners of audiovisual services and news aggregators to conduct mandatory monitoring of information distributed on Internet platforms.The use of content filtering technology cannot be considered a panacea, but its mandatory use by various hosting providers will reduce the likelihood of distributing prohibited information.The requirement for the owners of social networks to monitor content by their users, defined by the Federal Law “On Information, Information Technologies, and Information Protection”, is only the first step taken towards reducing the volume of prohibited content posted on the Web. However, the requirements for the use of image and text recognition technologies by Internet providers remained outside.The article used the methods and techniques of formal logic - this is analysis and synthesis, analogy, comparison, hypothesis, proof in order to determine assumptions and find answers to the questions posed in the article.The study and comparative analysis of the practice of ensuring the safety of children from information posted on the Web, reflected in foreign studies, demonstrating possible solutions, made it possible to compare Russian experience with the experience of foreign colleagues and draw conclusions about approaches to solving the problems.The methods of forecasting and modeling are used for formulating possible ways to develop regulation and eliminate gaps in Russian legislation.

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State regulation of the IoT in the Russian Federation: Fundamentals and challenges

Cited by 3 publications

References 16 publications

Insights on the internet of things: past, present, and future directions

Insights on the internet of things: past, present, and future directions

The Bayes model for the protection of human interests

Internet service providers as subjects of prevention of sexual crime on the Internet

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