4 papers
Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks
Leonid Legashev, Artur Zhigalov, Denis Parfenov
This article describes the process of creating a script and conducting an analytical study of a dataset using the DeepMIMO emulator. An advertorial attack was carried out using the…
Investigating cybersecurity incidents using large language models in latest-generation wireless networks
Leonid Legashev, Arthur Zhigalov
The purpose of research: Detection of cybersecurity incidents and analysis of decision support and assessment of the effectiveness of measures to counter information security threa…
Obtaining physical layer data of latest generation networks for investigating adversary attacks
M. V. Ushakova, Yu. A. Ushakov, L. V. Legashev
The field of machine learning is developing rapidly and is being used in various fields of science and technology. In this way, machine learning can be used to optimize the functio…
Algorithms for automatic intents extraction and utterances classification for goal-oriented dialogue systems
Leonid Legashev, Alexander Shukhman, Vadim Badikov
Modern machine learning techniques in the natural language processing domain can be used to automatically generate scripts for goal-oriented dialogue systems. The current article p…