Obviously, machine learning applications are being used more and more in a wide variety of fields. The general rule today is that in the absence of analytical models, one always turns to …
D Namiot - International Journal of Open Information Technologies, 2023 - injoit.ru
This article discusses one of the possible classes of attacks on machine learning systems- poisoning attacks. Classically, poisoning attacks are special modifications of the training …
D Namiot, E Ilyushin - International Journal of Open Information …, 2024 - injoit.org
Artificial intelligence systems in this work refer to machine learning systems. It is machine learning (deep learning) systems that are, today, the main examples of the use of Artificial …
D Prishletsov, S Prishletsov, D Namiot - International Journal of Open …, 2023 - injoit.org
The article is devoted to adversarial attacks on machine learning models. Such attacks are understood as the deliberate manipulation of data at different stages of the machine learning …
DE Namiot, TM Bidzhiev - Automation and Remote Control, 2024 - Springer
This research delves into the cybersecurity implications of neural network training in cloud- based services. Despite their recognition for solving IT problems, the resource-intensive …
D Namiot, E Zubareva - International Journal of Open Information …, 2023 - injoit.org
The proliferation of machine learning applications based on large language models (ChatGPT, etc.) has brought attention to a well-known problem in machine learning systems …
ДЕ Намиот, ЕА Ильюшин - International Journal of Open …, 2024 - cyberleninka.ru
Под системами Искусственного интеллекта в данной работе понимаются системы машинного обучения. Именно системы машинного обучения (глубокого обучения) …
ДЕ Намиот, ЕВ Зубарева - International Journal of Open …, 2023 - cyberleninka.ru
Быстрое распространение приложений машинного обучения, основанных на больших языковых моделях (ChatGPT и т. п.) привлекло внимание к известной проблеме систем …