research
∙
02/27/2023
Towards Audit Requirements for AI-based Systems in Mobility Applications
Various mobility applications like advanced driver assistance systems in...
share
research
∙
04/27/2022
Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering
Predicitions made by neural networks can be fraudulently altered by so-c...
research
∙
08/13/2021
Robustness testing of AI systems: A case study for traffic sign recognition
In the last years, AI systems, in particular neural networks, have seen ...
research
∙
05/14/2020
Protecting the integrity of the training procedure of neural networks
Due to significant improvements in performance in recent years, neural n...
research
∙
03/18/2020
