Methodology for Neural Networks Training at Analyzing the Context of Event at Emotions Recognizing

Kovtun, Yulia; Cherckesova, Larissa V.; Revyakina, Elena; Safaryan, Olga; Roshchina, Evgeniya; Porksheyan, Vitaly M.

doi:10.1007/978-981-16-3844-2_8

Smart Innovation, Systems and Technologies

2021

DOI: 10.1007/978-981-16-3844-2_8

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Methodology for Neural Networks Training at Analyzing the Context of Event at Emotions Recognizing

Yulia Kovtun

Larissa V. Cherckesova

Elena Revyakina

et al.

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Cited by 5 publications

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“…Web of Conferences 389, 07020 (2023) https://doi.org/10.1051/e3sconf/202338907020 UESF-2023The user can save the full text of the embedded message to a text file by clicking on the "Download Message" button,Figures 15,16…”

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This article is devoted to the implementation of a steganographic software tool for hiding infor-mation in MPEG video files. The method of least significant bits was used to hide the data, and error-correcting coding with binary cyclic codes was used to increase the stability of the embedded data. In addition to hiding data, the AES-128 cipher algorithm is applied to the initial data in the algorithm. A software tool has been developed, designed according to the described scheme, which guarantees the im-possibility of detecting and reading the transmitted data by third parties, provided that they do not have access to private data.

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Mail client with data transfer protected with end-to-end encryption

Polozhiy¹,

Boldyrikhin

2022

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This article is devoted to the study of the issues of secure messaging and file exchange by e-mail at the enterprises of the agro-industrial complex. The purpose of this work is to develop an algorithmic support and software of mail client that supports the functionality of end-to-end data encryption. The following research methods are used in the article: comparison method, observation method, structural analysis method. The comparison method is used to identify differences between key distribution protocols. Methods of observation and analysis make it possible to understand the behavior of various protocols within systems that differ in technical and software properties. The article consists of four parts: Introduction, Materials and Methods, Results, Conclusions. The first part describes the relevance of the topic, discusses the features of various cryptographic protocols. The second part describes the developed algorithms that ensure the operation of the mail client and end-to-end data encryption. The third part discusses the results of software implementation of the developed algorithms. In the fourth part conclusions are made and summed up. The main results of the work are algorithmic implementation of software for local architecture based on the use of symmetric cryptography; a software tool designed according to a local scheme, including modules that allow you to develop a system on a client-server architecture.

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Searching for and blocking destructive content in images

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Children and underage teenagers use the Internet not only for communication. So, for 2020, children aged five to seven years in half of cases use the network to play online games, at the age of eight to eleven years, this figure increases to 78%, and underage teenagers play online games in 80% of cases. According to the Ofcom article "Children and parents: media use and attitudes report 2021/22", already 30% of children under seven use messengers and social media applications, 93% use online video platforms such as YouTube, 33% watch online streams, and 88% watch TV and use the video on demand system. The older the children get, the greater the percentage of them use the Internet. Thus, the issues of protecting children from destructive information from the Internet are relevant. The article provides an analytical review of modern software solutions for the protection of children and adolescents such as SafeKiddo Parental Control, mSpy, Kids Place, KidLogger. In addition, the description of the developed software product is carried out, which allows detecting destructive content that can negatively affect children, as well as introducing new prohibited links and words.

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Methodology for Neural Networks Training at Analyzing the Context of Event at Emotions Recognizing

Cited by 5 publications

References 15 publications

Implementation of steganographic software for hiding information in mpeg video files

Implementation of steganographic software for hiding information in mpeg video files

Mail client with data transfer protected with end-to-end encryption

Searching for and blocking destructive content in images

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