A survey and systematization of evasion attacks in computer vision

V Kostyumov - International Journal of Open Information Technologies, 2022 - injoit.org
Deep learning has received a lot of attention from the scientific community in recent years
due to excellent results in various areas of tasks, including computer vision. For example, in …

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 …

[HTML][HTML] Искусственный интеллект и кибербезопасность

ДЕ Намиот, ЕА Ильюшин, ИВ Чижов - International Journal of …, 2022 - cyberleninka.ru
В этой статье мы рассматриваем связь систем искусственного интеллекта и
кибербезопасности. В современной трактовке, системы искусственного интеллекта …

On the robustness and security of Artificial Intelligence systems

D Namiot, E Ilyushin - International Journal of Open Information …, 2022 - injoit.org
In the modern interpretation, artificial intelligence systems are machine learning systems.
Often this is even further narrowed down to artificial neural networks. The robustness of …

Data shift monitoring in machine learning models

D Namiot, E Ilyushin - International Journal of Open Information …, 2022 - injoit.ru
The fundamental moment of the operation of machine learning systems is that the models
are trained on some selected training data set. Accordingly, the generalizations obtained at …

[HTML][HTML] On a formal verification of machine learning systems

N Dmitry, I Eugene, C Ivan - International Journal of Open …, 2022 - cyberleninka.ru
The paper deals with the issues of formal verification of machine learning systems. With the
growth of the introduction of systems based on machine learning in the so-called critical …

Artificial intelligence and cybersecurity

D Namiot, E Ilyushin, I Chizhov - International Journal of Open Information …, 2022 - injoit.org
In this article, we consider the relationship between artificial intelligence systems and
cybersecurity. In the modern interpretation, artificial intelligence systems are machine …

[HTML][HTML] О кибербезопасности систем интернета вещей

ДЕ Намиот, ВА Сухомлин - International Journal of Open …, 2023 - cyberleninka.ru
В настоящей статье рассматриваются вопросы кибербезопасности систем Интернета
Вещей (IoT). Такого рода системы всегда представляют собой интеграцию множества …

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 …

On cybersecurity of the Internet of Things systems

D Namiot, V Sukhomlin - International Journal of Open Information …, 2023 - injoit.ru
This article discusses the issues of cybersecurity of the Internet of Things (IoT) systems.
Such systems are always an integration of many different technologies. This, naturally …