1 code implementation • 11 Jan 2024 • Dilyara Bareeva, Marina M. -C. Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Kirill Bykov
Deep Neural Networks (DNNs) are capable of learning complex and versatile representations, however, the semantic nature of the learned concepts remains unknown.
1 code implementation • 26 Aug 2021 • Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck
In this paper, we propose the first method for unlearning features and labels.
1 code implementation • 19 Oct 2020 • Erwin Quiring, Lukas Pirch, Michael Reimsbach, Daniel Arp, Konrad Rieck
Consequently, adversaries will also target the learning system and use evasion attacks to bypass the detection of malware.