NextGen Software

Machine learning



Machine learning

  • CyberQuest’s implementation of machine learning algorithms are based on deep learning techniques. Using these algorithms, CyberQuest can detect anomalous events which will be presented to users as alerts.

  • CyberQuest automatically uses the built-in model for network traffic (presented as EventID 63805, 63809, 63900) to outline traffic which is outside of the norm, based on the following fields:

  • SrcIP, DestIP, LocalTime, _network.bytes, _network.DestPort, username, 

  • The machine learning service can be managed by using the console with the following commands:

systemctl start data-learning #for starting the service

systemctl stop data-learning #for stoping the service

  • For optimal results, data-learning service has a warm-up period of 24 hours. After the first service start the level o accuracy will increase in time.