2 papers
cs.LG2025
Modelling of automotive steel fatigue lifetime by machine learning method
Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych +2
In the current study, the fatigue life of QSTE340TM steel was modelled using a machine learning method, namely, a neural network. This problem was solved by a Multi-Layer Perceptro…
cs.CR2025
Detection and classification of DDoS flooding attacks by machine learning method
Dmytro Tymoshchuk, Oleh Yasniy, Mykola Mytnyk +2
This study focuses on a method for detecting and classifying distributed denial of service (DDoS) attacks, such as SYN Flooding, ACK Flooding, HTTP Flooding, and UDP Flooding, usin…