2 papers
cs.CR2025
Development of an Adapter for Analyzing and Protecting Machine Learning Models from Competitive Activity in the Networks Services
Denis Parfenov, Anton Parfenov
Due to the increasing number of tasks that are solved on remote servers, identifying and classifying traffic is an important task to reduce the load on the server. There are variou…
cs.CR2025
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…