27 citations · 48 across the 10 of their papers we have counts for
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cs.LG2023★ 4 cited
Towards Audit Requirements for AI-based Systems in Mobility Applications
Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos +5
Various mobility applications like advanced driver assistance systems increasingly utilize artificial intelligence (AI) based functionalities. Typically, deep neural networks (DNNs…
cs.LG2022★ 4 cited
Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering
Lukas Schulth, Christian Berghoff, Matthias Neu
Predicitions made by neural networks can be fraudulently altered by so-called poisoning attacks. A special case are backdoor poisoning attacks. We study suitable detection methods…