Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches

no code implementations • 26 Aug 2022 • Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage

While the accuracies reached with those approaches are promising, the needed amounts of data and the ``black-box'' nature can restrict the application of Deep Learning methods.

Automated Identification of Vulnerable Devices in Networks using Traffic Data and Deep Learning

no code implementations • 16 Feb 2021 • Jakob Greis, Artem Yushchenko, Daniel Vogel, Michael Meier, Volker Steinhage

Many IoT devices are vulnerable to attacks due to flawed security designs and lacking mechanisms for firmware updates or patches to eliminate the security vulnerabilities.