no code implementations • 19 Jun 2020 • Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
In this context, we propose one novel classifier based on residual neural networks for each of the two tasks and extensively evaluate them as well as previously proposed classifiers in a unified setting.
no code implementations • 1 Jul 2020 • Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Numerous machine learning classifiers have been proposed for binary classification of domain names as either benign or malicious, and even for multiclass classification to identify the domain generation algorithm (DGA) that generated a specific domain name.