software

DGA Hunter is a Django-based web application that can detect and categorize domains generated by DGA algorithms to reveal hidden botnet communication channels. The application achieves high detection accuracy by using advanced machine learning techniques and two integrated classifiers. The binary classifier is able to detect whether a domain name is of algorithmic origin. The second, multiclass classifier, is then able to detect the probable DGA family.

Botnet, DGA, Detection, Classification, C&C, Feature engineering, XGBoost

3. 11. 2023

Aplikace je ke stažení v přiložených souborech.

K využití výsledku jiným subjektem je vždy nutné nabytí licence

Poskytovatel licence na výsledek nepožaduje licenční poplatek

https://www.fit.vut.cz/research/product/800/

DGA-Hunter.pdf