The modern approach for network traffic classification (TC), which is an important part of
operating and securing networks, is to use machine learning (ML) models that are able to …

Anomaly detection in network traffic is crucial for maintaining the security of computer
networks and identifying malicious activities. One of the primary approaches to anomaly …

Tato práce je věnována optimalizaci v současnosti používaného open-source programu pro
monitorování sítě--ipfixprobe vyvinutého primárně sdružením CESNET, přesněji řečeno jeho …

This thesis addresses the integration of neural networks into network flow monitoring,
particularly focusing on the ipfixprobe—an open-source network flow exporter developed by …