Leo Schwinn

Exploring misclassifications of robust neural networks to enhance adversarial attacks

Leo Schwinn, René Raab, An Nguyen et al. · Applied Intelligence · 2023 · 49 citations · Full text

Artificial Intelligence, Robust Neural Networks, Engineering +15

System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data

An Nguyen, Stefan Foerstel, T. Kittler et al. · IEEE Access · 2021 · 21 citations · Full text

Engineering, Opinion Aggregation, Business Intelligence +34

Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach

Philipp Dumbach, Leo Schwinn, Tim Löhr et al. · Evolutionary Intelligence · 2023 · 13 citations · Full text

Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study

Tobias Haertl, Diana Owsienko, Leo Schwinn et al. · Frontiers in Ecology and Evolution · 2023 · 12 citations · Full text

Adversarial Attacks and Defenses in Large Language Models: Old and New Threats

Leo Schwinn, David Dobre, Stephan Günnemann et al. · arXiv (Cornell University) · 2023 · 12 citations · Full text