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.

The spatial sign covariance matrix and its application for robust correlation estimation

no code implementations • 7 Jun 2016 • Alexander Dürre, Roland Fried, Daniel Vogel

We summarize properties of the spatial sign covariance matrix and especially look at the relationship between its eigenvalues and those of the shape matrix of an elliptical distribution.

Methodology 62H20 (Primary) 62H11, 62G05 (Secondary)