Product detail
DGA Hunter
BUČKO, F. HRANICKÝ, R.
Product type
software
Abstract
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.
Keywords
Botnet, DGA, Detection, Classification, C&C, Feature engineering, XGBoost
Create date
3. 11. 2023
Location
Aplikace je ke stažení v přiložených souborech.
Possibilities of use
K využití výsledku jiným subjektem je vždy nutné nabytí licence
Licence fee
Poskytovatel licence na výsledek nepožaduje licenční poplatek
www
Documents
Responsibility: Ing. Marek Strakoš