Saliency maps are an explanative method for vision models. In my experiment though, there were high inconsistent results.

Implementing and comparing state-of-the-art explanative methods for tabular data.

Privacy concerns occur over the whole AI/ML life cycle. This article explores strategies and technology to mitigate risk. Includes a benchmark on homomorphic encryption.

Benchmarking several architectures revealed significant differences in robustness. The story contains a twist: this knowledge won't be that helpful.

Europe wants Trustworthy AI. But what happens if users trust an AI-system?  My user study shows the downsides of trust. This study was conducted in light of my master thesis.

Conversational AI enables use cases far beyond the chatbot. Rasa is an engine developers can use to build and deploy their own solution. I explored the tech and share my experiences.