Schemes of attacks on machine learning models

D Namiot - International Journal of Open Information Technologies, 2023 - injoit.ru
This article discusses attack schemes on artificial intelligence systems (on machine learning
models). Classically, attacks on machine learning systems are special data modifications at …

On Audit and Certification of Machine Learning Systems

D Namiot, M Sneps-Sneppe - 2023 34th Conference of Open …, 2023 - ieeexplore.ieee.org
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 …

Introduction to Data Poison Attacks on Machine Learning Models

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 …

Trusted Artificial Intelligence Platforms: Certification and Audit

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 …

Camouflage as adversarial attacks on machine learning models

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 …

Attacks on machine learning models based on the pytorch framework

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 …

[HTML][HTML] Схемы атак на модели машинного обучения

ДЕ Намиот - International Journal of Open Information …, 2023 - cyberleninka.ru
В настоящей статье рассматриваются схемы атак на системы искусственного
интеллекта (на модели машинного обучения). Классически, атаки на системы …

About AI Red Team

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 …

[HTML][HTML] Доверенные платформы искусственного интеллекта: сертификация и аудит

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) …

[HTML][HTML] О работе AI Red Team

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 …