[HTML][HTML] One-Parameter Statistical Methods to Recognize DDoS Attacks

R Hajtmanek, M Kontšek, J Smieško, J Uramová - Symmetry, 2022 - mdpi.com
Within our academic high-speed network infrastructure which is used for connecting all
universities and high schools in our country to the Internet, there are thousands of …

[HTML][HTML] Machine Recognition of DDoS Attacks Using Statistical Parameters

J Smiesko, P Segec, M Kontsek - Mathematics, 2023 - mdpi.com
As part of the research in the recently ended project SANET II, we were trying to create a
new machine-learning system without a teacher. This system was designed to recognize …

Introducing students to out-of-distribution detection with deep neural networks

O Šuch, R Fabricius, P Tarábek - 2022 20th International …, 2022 - ieeexplore.ieee.org
In the past ten years, deep learning has transformed data science, engineering, and even art
in countless ways. The key challenge for training engineering students in deep learning is to …